Profiling Report

Dataset statistics

Number of variables	35
Number of observations	9999
Missing cells	13520
Missing cells (%)	3.9%
Duplicate rows	46
Duplicate rows (%)	0.5%
Total size in memory	2.6 MiB
Average record size in memory	273.0 B

Variable types

Text	15
Numeric	14
Boolean	1
Categorical	3
DateTime	1
Unsupported	1

Alerts

`Added By` has constant value "spotify:user:bradnumber1"	Constant
Dataset has 46 (0.5%) duplicate rows	Duplicates
`Acousticness` is highly overall correlated with `Energy`	High correlation
`Danceability` is highly overall correlated with `Time Signature`	High correlation
`Energy` is highly overall correlated with `Acousticness` and 1 other fields	High correlation
`Loudness` is highly overall correlated with `Energy`	High correlation
`Tempo` is highly overall correlated with `Time Signature`	High correlation
`Time Signature` is highly overall correlated with `Danceability` and 1 other fields	High correlation
`Explicit` is highly imbalanced (71.0%)	Imbalance
`Time Signature` is highly imbalanced (86.6%)	Imbalance
`Track Preview URL` has 2897 (29.0%) missing values	Missing
`Artist Genres` has 550 (5.5%) missing values	Missing
`Album Genres` has 9999 (100.0%) missing values	Missing
`Disc Number` is highly skewed (γ1 = 22.25399104)	Skewed
`Album Genres` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Popularity` has 2669 (26.7%) zeros	Zeros
`Key` has 1315 (13.2%) zeros	Zeros
`Instrumentalness` has 3996 (40.0%) zeros	Zeros

Reproduction

Analysis started	2024-06-13 11:14:13.892809
Analysis finished	2024-06-13 11:15:15.132789
Duration	1 minute and 1.24 second
Software version	ydata-profiling v4.8.3
Download configuration	config.json

Track URI
Text

Distinct	9951
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

Length

Max length	75
Median length	36
Mean length	36.007701
Min length	36

Characters and Unicode

Total characters	360041
Distinct characters	66
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9905 ?
Unique (%)	99.1%

Sample

1st row	spotify:track:1XAZlnVtthcDZt2NI1Dtxo
2nd row	spotify:track:6a8GbQIlV8HBUW3c6Uk9PH
3rd row	spotify:track:70XtWbcVZcpaOddJftMcVi
4th row	spotify:track:1NXUWyPJk5kO6DQJ5t7bDu
5th row	spotify:track:72WZtWs6V7uu3aMgMmEkYe

Value	Count	Frequency (%)
spotify:track:7hqja50xrcwabau5v6qz4i	3	< 0.1%
spotify:track:4alho6rgd0d3oubtpexthn	3	< 0.1%
spotify:track:2sxp9qmvc7mradbjbgcggi	2	< 0.1%
spotify:track:7tfiytwd0nx5a1eklytx2j	2	< 0.1%
spotify:track:1nrbnhlr2bfrecywxhihip	2	< 0.1%
spotify:track:3llaycyu26dvfzbduimb7a	2	< 0.1%
spotify:track:2xpc8gl9pwxgurqfcfadjr	2	< 0.1%
spotify:track:75wp08atmfgfjk0npdvvw3	2	< 0.1%
spotify:track:1mtmedlcphum6mrcd8yzve	2	< 0.1%
spotify:track:0iyeaciamtiv8xmkbg97fy	2	< 0.1%
Other values (9941)	9977	99.8%

Most occurring characters

Value	Count	Frequency (%)
t	23429	6.5%
:	20004	5.6%
c	13455	3.7%
i	13432	3.7%
o	13400	3.7%
f	13399	3.7%
p	13384	3.7%
s	13383	3.7%
r	13374	3.7%
y	13347	3.7%
Other values (56)	209434	58.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	360041	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	23429	6.5%
:	20004	5.6%
c	13455	3.7%
i	13432	3.7%
o	13400	3.7%
f	13399	3.7%
p	13384	3.7%
s	13383	3.7%
r	13374	3.7%
y	13347	3.7%
Other values (56)	209434	58.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	360041	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	23429	6.5%
:	20004	5.6%
c	13455	3.7%
i	13432	3.7%
o	13400	3.7%
f	13399	3.7%
p	13384	3.7%
s	13383	3.7%
r	13374	3.7%
y	13347	3.7%
Other values (56)	209434	58.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	360041	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	23429	6.5%
:	20004	5.6%
c	13455	3.7%
i	13432	3.7%
o	13400	3.7%
f	13399	3.7%
p	13384	3.7%
s	13383	3.7%
r	13374	3.7%
y	13347	3.7%
Other values (56)	209434	58.2%

Track Name
Text

Distinct	8258
Distinct (%)	82.6%
Missing	1
Missing (%)	< 0.1%
Memory size	78.2 KiB

Length

Max length	150
Median length	84
Mean length	18.810662
Min length	1

Characters and Unicode

Total characters	188069
Distinct characters	103
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6961 ?
Unique (%)	69.6%

Sample

1st row	Justified & Ancient - Stand by the Jams
2nd row	I Know You Want Me (Calle Ocho)
3rd row	From the Bottom of My Broken Heart
4th row	Apeman - 2014 Remastered Version
5th row	You Can't Always Get What You Want

Value	Count	Frequency (%)
	1610	4.4%
the	1266	3.4%
you	988	2.7%
i	676	1.8%
me	637	1.7%
love	633	1.7%
feat	540	1.5%
a	441	1.2%
to	423	1.1%
of	419	1.1%
Other values (5288)	29293	79.3%

Most occurring characters

Value	Count	Frequency (%)
	26928	14.3%
e	18075	9.6%
o	11825	6.3%
a	10087	5.4%
t	8952	4.8%
n	8915	4.7%
i	8745	4.6%
r	7837	4.2%
s	5718	3.0%
l	5459	2.9%
Other values (93)	75528	40.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	188069	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	26928	14.3%
e	18075	9.6%
o	11825	6.3%
a	10087	5.4%
t	8952	4.8%
n	8915	4.7%
i	8745	4.6%
r	7837	4.2%
s	5718	3.0%
l	5459	2.9%
Other values (93)	75528	40.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	188069	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	26928	14.3%
e	18075	9.6%
o	11825	6.3%
a	10087	5.4%
t	8952	4.8%
n	8915	4.7%
i	8745	4.6%
r	7837	4.2%
s	5718	3.0%
l	5459	2.9%
Other values (93)	75528	40.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	188069	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	26928	14.3%
e	18075	9.6%
o	11825	6.3%
a	10087	5.4%
t	8952	4.8%
n	8915	4.7%
i	8745	4.6%
r	7837	4.2%
s	5718	3.0%
l	5459	2.9%
Other values (93)	75528	40.2%

Artist URI(s)
Text

Distinct	4134
Distinct (%)	41.4%
Missing	2
Missing (%)	< 0.1%
Memory size	78.2 KiB

Length

Max length	271
Median length	37
Mean length	44.860858
Min length	37

Characters and Unicode

Total characters	448474
Distinct characters	65
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2538 ?
Unique (%)	25.4%

Sample

1st row	spotify:artist:6dYrdRlNZSKaVxYg5IrvCH
2nd row	spotify:artist:0TnOYISbd1XYRBk9myaseg
3rd row	spotify:artist:26dSoYclwsYLMAKD3tpOr4
4th row	spotify:artist:1SQRv42e4PjEYfPhS0Tk9E
5th row	spotify:artist:22bE4uQ6baNwSHPVcDxLCe

Value	Count	Frequency (%)
spotify:artist:6eukzxakkcvih0ku9w2n3v	64	0.5%
spotify:artist:1unfozahbgtllmzznpci3s	63	0.5%
spotify:artist:06hl4z0cvfaxyc27gxpf02	59	0.5%
spotify:artist:1kcspy1glikqw2totwuxor	56	0.5%
spotify:artist:5pkccke2ajjhz9kaiak11h	51	0.4%
spotify:artist:43zhct0cazbisjo8dg9pne	47	0.4%
spotify:artist:1cs0zkbu1kc0i8ypk3b9ai	47	0.4%
spotify:artist:04gdigrs5kc9ywfzhwbetp	44	0.4%
spotify:artist:6tbjwdeizxodsba1fuhfpw	42	0.3%
spotify:artist:51blml2lzpmy7ttiag47vq	42	0.3%
Other values (3772)	11497	95.7%

Most occurring characters

Value	Count	Frequency (%)
t	40257	9.0%
s	28033	6.3%
i	27894	6.2%
:	24024	5.4%
a	16466	3.7%
o	16411	3.7%
r	16358	3.6%
f	16083	3.6%
y	15917	3.5%
p	15863	3.5%
Other values (55)	231168	51.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	448474	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	40257	9.0%
s	28033	6.3%
i	27894	6.2%
:	24024	5.4%
a	16466	3.7%
o	16411	3.7%
r	16358	3.6%
f	16083	3.6%
y	15917	3.5%
p	15863	3.5%
Other values (55)	231168	51.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	448474	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	40257	9.0%
s	28033	6.3%
i	27894	6.2%
:	24024	5.4%
a	16466	3.7%
o	16411	3.7%
r	16358	3.6%
f	16083	3.6%
y	15917	3.5%
p	15863	3.5%
Other values (55)	231168	51.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	448474	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	40257	9.0%
s	28033	6.3%
i	27894	6.2%
:	24024	5.4%
a	16466	3.7%
o	16411	3.7%
r	16358	3.6%
f	16083	3.6%
y	15917	3.5%
p	15863	3.5%
Other values (55)	231168	51.5%

Artist Name(s)
Text

Distinct	4129
Distinct (%)	41.3%
Missing	1
Missing (%)	< 0.1%
Memory size	78.2 KiB

Length

Max length	113
Median length	64
Mean length	13.718744
Min length	2

Characters and Unicode

Total characters	137160
Distinct characters	99
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2531 ?
Unique (%)	25.3%

Sample

1st row	The KLF
2nd row	Pitbull
3rd row	Britney Spears
4th row	The Kinks
5th row	The Rolling Stones

Value	Count	Frequency (%)
the	1244	5.4%
	324	1.4%
john	176	0.8%
david	95	0.4%
justin	93	0.4%
of	91	0.4%
james	80	0.3%
michael	79	0.3%
taylor	72	0.3%
and	71	0.3%
Other values (4510)	20807	89.9%

Most occurring characters

Value	Count	Frequency (%)
	13136	9.6%
e	12898	9.4%
a	10251	7.5%
n	8086	5.9%
i	8058	5.9%
r	7165	5.2%
o	7147	5.2%
l	6095	4.4%
s	5544	4.0%
t	4659	3.4%
Other values (89)	54121	39.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	137160	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	13136	9.6%
e	12898	9.4%
a	10251	7.5%
n	8086	5.9%
i	8058	5.9%
r	7165	5.2%
o	7147	5.2%
l	6095	4.4%
s	5544	4.0%
t	4659	3.4%
Other values (89)	54121	39.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	137160	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	13136	9.6%
e	12898	9.4%
a	10251	7.5%
n	8086	5.9%
i	8058	5.9%
r	7165	5.2%
o	7147	5.2%
l	6095	4.4%
s	5544	4.0%
t	4659	3.4%
Other values (89)	54121	39.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	137160	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	13136	9.6%
e	12898	9.4%
a	10251	7.5%
n	8086	5.9%
i	8058	5.9%
r	7165	5.2%
o	7147	5.2%
l	6095	4.4%
s	5544	4.0%
t	4659	3.4%
Other values (89)	54121	39.5%

Album URI
Text

Distinct	7462
Distinct (%)	74.6%
Missing	2
Missing (%)	< 0.1%
Memory size	78.2 KiB

Length

Max length	36
Median length	36
Mean length	36
Min length	36

Characters and Unicode

Total characters	359892
Distinct characters	63
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5920 ?
Unique (%)	59.2%

Sample

1st row	spotify:album:4MC0ZjNtVP1nDD5lsLxFjc
2nd row	spotify:album:5xLAcbvbSAlRtPXnKkggXA
3rd row	spotify:album:3WNxdumkSMGMJRhEgK80qx
4th row	spotify:album:6lL6HugNEN4Vlc8sj0Zcse
5th row	spotify:album:0c78nsgqX6VfniSNWIxwoD

Value	Count	Frequency (%)
spotify:album:43lok9zd7bw5coykxzs7s0	15	0.2%
spotify:album:7fzh0auajy3ay25obouf2a	11	0.1%
spotify:album:4eki4pjuybybksbe6nnqnd	11	0.1%
spotify:album:1zcnrbppz5olsr6msppdkm	10	0.1%
spotify:album:7k7ahow1mgwwqr0kxvswkx	9	0.1%
spotify:album:2oxzjlxxm8jry3gbovnfmz	9	0.1%
spotify:album:5jsakaic1bbkzqsz7wfyoy	9	0.1%
spotify:album:1xn54dmo2qiqbumqhtusfd	9	0.1%
spotify:album:3t4tuhgyernvugevb0wthu	8	0.1%
spotify:album:7uwthxmfa1ebi5flqbosig	8	0.1%
Other values (7452)	9898	99.0%

Most occurring characters

Value	Count	Frequency (%)
:	19994	5.6%
o	13581	3.8%
i	13511	3.8%
l	13495	3.7%
m	13494	3.7%
b	13466	3.7%
t	13453	3.7%
f	13419	3.7%
u	13413	3.7%
p	13390	3.7%
Other values (53)	218676	60.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	359892	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
:	19994	5.6%
o	13581	3.8%
i	13511	3.8%
l	13495	3.7%
m	13494	3.7%
b	13466	3.7%
t	13453	3.7%
f	13419	3.7%
u	13413	3.7%
p	13390	3.7%
Other values (53)	218676	60.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	359892	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
:	19994	5.6%
o	13581	3.8%
i	13511	3.8%
l	13495	3.7%
m	13494	3.7%
b	13466	3.7%
t	13453	3.7%
f	13419	3.7%
u	13413	3.7%
p	13390	3.7%
Other values (53)	218676	60.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	359892	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
:	19994	5.6%
o	13581	3.8%
i	13511	3.8%
l	13495	3.7%
m	13494	3.7%
b	13466	3.7%
t	13453	3.7%
f	13419	3.7%
u	13413	3.7%
p	13390	3.7%
Other values (53)	218676	60.8%

Album Name
Text

Distinct	6636
Distinct (%)	66.4%
Missing	1
Missing (%)	< 0.1%
Memory size	78.2 KiB

Length

Max length	153
Median length	89
Mean length	20.058212
Min length	1

Characters and Unicode

Total characters	200542
Distinct characters	113
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4906 ?
Unique (%)	49.1%

Sample

1st row	Songs Collection
2nd row	Pitbull Starring In Rebelution
3rd row	...Baby One More Time (Digital Deluxe Version)
4th row	Lola vs. Powerman and the Moneygoround, Pt. One + Percy (Super Deluxe)
5th row	Let It Bleed

Value	Count	Frequency (%)
the	2526	7.2%
of	984	2.8%
	801	2.3%
deluxe	648	1.9%
best	565	1.6%
edition	525	1.5%
hits	470	1.3%
greatest	329	0.9%
version	329	0.9%
you	319	0.9%
Other values (5754)	27346	78.5%

Most occurring characters

Value	Count	Frequency (%)
	24844	12.4%
e	20252	10.1%
o	11099	5.5%
i	10570	5.3%
t	10477	5.2%
n	9892	4.9%
a	9679	4.8%
r	8737	4.4%
s	8460	4.2%
l	7109	3.5%
Other values (103)	79423	39.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	200542	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	24844	12.4%
e	20252	10.1%
o	11099	5.5%
i	10570	5.3%
t	10477	5.2%
n	9892	4.9%
a	9679	4.8%
r	8737	4.4%
s	8460	4.2%
l	7109	3.5%
Other values (103)	79423	39.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	200542	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	24844	12.4%
e	20252	10.1%
o	11099	5.5%
i	10570	5.3%
t	10477	5.2%
n	9892	4.9%
a	9679	4.8%
r	8737	4.4%
s	8460	4.2%
l	7109	3.5%
Other values (103)	79423	39.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	200542	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	24844	12.4%
e	20252	10.1%
o	11099	5.5%
i	10570	5.3%
t	10477	5.2%
n	9892	4.9%
a	9679	4.8%
r	8737	4.4%
s	8460	4.2%
l	7109	3.5%
Other values (103)	79423	39.6%

Album Artist URI(s)
Text

Distinct	3298
Distinct (%)	33.0%
Missing	2
Missing (%)	< 0.1%
Memory size	78.2 KiB

Length

Max length	271
Median length	37
Mean length	39.360208
Min length	37

Characters and Unicode

Total characters	393484
Distinct characters	65
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1839 ?
Unique (%)	18.4%

Sample

1st row	spotify:artist:6dYrdRlNZSKaVxYg5IrvCH
2nd row	spotify:artist:0TnOYISbd1XYRBk9myaseg
3rd row	spotify:artist:26dSoYclwsYLMAKD3tpOr4
4th row	spotify:artist:1SQRv42e4PjEYfPhS0Tk9E
5th row	spotify:artist:22bE4uQ6baNwSHPVcDxLCe

Value	Count	Frequency (%)
spotify:artist:0lyfqwjt6nxaflpzqxe9of	393	3.7%
spotify:artist:06hl4z0cvfaxyc27gxpf02	53	0.5%
spotify:artist:1kcspy1glikqw2totwuxor	52	0.5%
spotify:artist:6eukzxakkcvih0ku9w2n3v	52	0.5%
spotify:artist:1unfozahbgtllmzznpci3s	49	0.5%
spotify:artist:43zhct0cazbisjo8dg9pne	47	0.4%
spotify:artist:1cs0zkbu1kc0i8ypk3b9ai	42	0.4%
spotify:artist:51blml2lzpmy7ttiag47vq	42	0.4%
spotify:artist:04gdigrs5kc9ywfzhwbetp	42	0.4%
spotify:artist:6tbjwdeizxodsba1fuhfpw	40	0.4%
Other values (3185)	9790	92.3%

Most occurring characters

Value	Count	Frequency (%)
t	35428	9.0%
s	24614	6.3%
i	24466	6.2%
:	21204	5.4%
f	15312	3.9%
a	14769	3.8%
o	14345	3.6%
r	14269	3.6%
y	14210	3.6%
p	13861	3.5%
Other values (55)	201006	51.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	393484	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	35428	9.0%
s	24614	6.3%
i	24466	6.2%
:	21204	5.4%
f	15312	3.9%
a	14769	3.8%
o	14345	3.6%
r	14269	3.6%
y	14210	3.6%
p	13861	3.5%
Other values (55)	201006	51.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	393484	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	35428	9.0%
s	24614	6.3%
i	24466	6.2%
:	21204	5.4%
f	15312	3.9%
a	14769	3.8%
o	14345	3.6%
r	14269	3.6%
y	14210	3.6%
p	13861	3.5%
Other values (55)	201006	51.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	393484	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	35428	9.0%
s	24614	6.3%
i	24466	6.2%
:	21204	5.4%
f	15312	3.9%
a	14769	3.8%
o	14345	3.6%
r	14269	3.6%
y	14210	3.6%
p	13861	3.5%
Other values (55)	201006	51.1%

Album Artist Name(s)
Text

Distinct	3294
Distinct (%)	32.9%
Missing	2
Missing (%)	< 0.1%
Memory size	78.2 KiB

Length

Max length	80
Median length	48
Mean length	12.13374
Min length	2

Characters and Unicode

Total characters	121301
Distinct characters	97
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1833 ?
Unique (%)	18.3%

Sample

1st row	The KLF
2nd row	Pitbull
3rd row	Britney Spears
4th row	The Kinks
5th row	The Rolling Stones

Value	Count	Frequency (%)
the	1157	5.6%
artists	394	1.9%
various	393	1.9%
	299	1.5%
john	142	0.7%
david	87	0.4%
of	86	0.4%
michael	77	0.4%
james	71	0.3%
justin	67	0.3%
Other values (3949)	17827	86.5%

Most occurring characters

Value	Count	Frequency (%)
e	11155	9.2%
	10605	8.7%
a	9073	7.5%
i	7566	6.2%
r	7009	5.8%
n	6872	5.7%
o	6591	5.4%
s	6028	5.0%
l	5195	4.3%
t	4841	4.0%
Other values (87)	46366	38.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	121301	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	11155	9.2%
	10605	8.7%
a	9073	7.5%
i	7566	6.2%
r	7009	5.8%
n	6872	5.7%
o	6591	5.4%
s	6028	5.0%
l	5195	4.3%
t	4841	4.0%
Other values (87)	46366	38.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	121301	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	11155	9.2%
	10605	8.7%
a	9073	7.5%
i	7566	6.2%
r	7009	5.8%
n	6872	5.7%
o	6591	5.4%
s	6028	5.0%
l	5195	4.3%
t	4841	4.0%
Other values (87)	46366	38.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	121301	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	11155	9.2%
	10605	8.7%
a	9073	7.5%
i	7566	6.2%
r	7009	5.8%
n	6872	5.7%
o	6591	5.4%
s	6028	5.0%
l	5195	4.3%
t	4841	4.0%
Other values (87)	46366	38.2%

Album Release Date
Text

Distinct	3332
Distinct (%)	33.3%
Missing	2
Missing (%)	< 0.1%
Memory size	78.2 KiB

Length

Max length	10
Median length	10
Mean length	9.1873562
Min length	4

Characters and Unicode

Total characters	91846
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1791 ?
Unique (%)	17.9%

Sample

1st row	1992-08-03
2nd row	2009-10-23
3rd row	1999-01-12
4th row	2014-10-20
5th row	1969-12-05

Value	Count	Frequency (%)
2009-01-01	130	1.3%
2011-01-01	128	1.3%
2013-01-01	107	1.1%
2010-01-01	98	1.0%
2008-01-01	82	0.8%
2012-01-01	81	0.8%
2005-01-01	81	0.8%
2014-01-01	76	0.8%
2007-01-01	75	0.8%
2006-01-01	73	0.7%
Other values (3322)	9066	90.7%

Most occurring characters

Value	Count	Frequency (%)
0	22278	24.3%
1	18210	19.8%
-	17286	18.8%
2	11560	12.6%
9	7052	7.7%
8	3067	3.3%
7	2967	3.2%
6	2633	2.9%
3	2490	2.7%
5	2245	2.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	91846	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	22278	24.3%
1	18210	19.8%
-	17286	18.8%
2	11560	12.6%
9	7052	7.7%
8	3067	3.3%
7	2967	3.2%
6	2633	2.9%
3	2490	2.7%
5	2245	2.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	91846	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	22278	24.3%
1	18210	19.8%
-	17286	18.8%
2	11560	12.6%
9	7052	7.7%
8	3067	3.3%
7	2967	3.2%
6	2633	2.9%
3	2490	2.7%
5	2245	2.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	91846	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	22278	24.3%
1	18210	19.8%
-	17286	18.8%
2	11560	12.6%
9	7052	7.7%
8	3067	3.3%
7	2967	3.2%
6	2633	2.9%
3	2490	2.7%
5	2245	2.4%

Album Image URL
Text

Distinct	7460
Distinct (%)	74.6%
Missing	4
Missing (%)	< 0.1%
Memory size	78.2 KiB

Length

Max length	64
Median length	64
Mean length	64
Min length	64

Characters and Unicode

Total characters	639680
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5918 ?
Unique (%)	59.2%

Sample

1st row	https://i.scdn.co/image/ab67616d0000b27355346bc1f268730f607f9544
2nd row	https://i.scdn.co/image/ab67616d0000b27326d73ab8423a350faa5d395a
3rd row	https://i.scdn.co/image/ab67616d0000b2738e49866860c25afffe2f1a02
4th row	https://i.scdn.co/image/ab67616d0000b2731e7c5307ccbbb74101e0cc77
5th row	https://i.scdn.co/image/ab67616d0000b27373d92707b0e7da0c493f5b86

Value	Count	Frequency (%)
https://i.scdn.co/image/ab67616d0000b2731fc9fd5d701ee05cb39b7b19	15	0.2%
https://i.scdn.co/image/ab67616d0000b273b6d9a4fbb0bd49f0f034aead	11	0.1%
https://i.scdn.co/image/ab67616d0000b273d029ad5d1a40fabfae0ac7f3	11	0.1%
https://i.scdn.co/image/ab67616d0000b273136d7250568820409f8fdd60	10	0.1%
https://i.scdn.co/image/ab67616d0000b273a589a051c46a5ff41125e9d6	9	0.1%
https://i.scdn.co/image/ab67616d0000b273576629f3c4631eb55612a7c7	9	0.1%
https://i.scdn.co/image/ab67616d0000b27310df926bec224d743644ea3e	9	0.1%
https://i.scdn.co/image/ab67616d0000b27313b3e37318a0c247b550bccd	9	0.1%
https://i.scdn.co/image/ab67616d0000b273ba5db46f4b838ef6027e6f96	8	0.1%
https://i.scdn.co/image/ab67616d0000b2735ffbbc3dca25d5c81491af1f	8	0.1%
Other values (7450)	9896	99.0%

Most occurring characters

Value	Count	Frequency (%)
0	54813	8.6%
6	44953	7.0%
/	39980	6.2%
a	35340	5.5%
d	35201	5.5%
b	35020	5.5%
c	34889	5.5%
7	34819	5.4%
1	25181	3.9%
e	25140	3.9%
Other values (18)	274344	42.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	639680	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	54813	8.6%
6	44953	7.0%
/	39980	6.2%
a	35340	5.5%
d	35201	5.5%
b	35020	5.5%
c	34889	5.5%
7	34819	5.4%
1	25181	3.9%
e	25140	3.9%
Other values (18)	274344	42.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	639680	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	54813	8.6%
6	44953	7.0%
/	39980	6.2%
a	35340	5.5%
d	35201	5.5%
b	35020	5.5%
c	34889	5.5%
7	34819	5.4%
1	25181	3.9%
e	25140	3.9%
Other values (18)	274344	42.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	639680	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	54813	8.6%
6	44953	7.0%
/	39980	6.2%
a	35340	5.5%
d	35201	5.5%
b	35020	5.5%
c	34889	5.5%
7	34819	5.4%
1	25181	3.9%
e	25140	3.9%
Other values (18)	274344	42.9%

Disc Number
Real number (ℝ)

SKEWED

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0351035

Minimum	0
Maximum	15
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	15
Range	15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.32785571
Coefficient of variation (CV)	0.31673712
Kurtosis	765.88964
Mean	1.0351035
Median Absolute Deviation (MAD)	0
Skewness	22.253991
Sum	10350
Variance	0.10748936
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	9766	97.7%
2	178	1.8%
3	28	0.3%
4	11	0.1%
5	7	0.1%
6	3	< 0.1%
15	2	< 0.1%
0	2	< 0.1%
10	1	< 0.1%
7	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	9766	97.7%
2	178	1.8%
3	28	0.3%
4	11	0.1%
5	7	0.1%
6	3	< 0.1%
7	1	< 0.1%
10	1	< 0.1%
15	2	< 0.1%

Value	Count	Frequency (%)
15	2	< 0.1%
10	1	< 0.1%
7	1	< 0.1%
6	3	< 0.1%
5	7	0.1%
4	11	0.1%
3	28	0.3%
2	178	1.8%
1	9766	97.7%
0	2	< 0.1%

Track Number
Real number (ℝ)

Distinct	57
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9570957

Minimum	0
Maximum	93
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	3
Q3	7
95-th percentile	15
Maximum	93
Range	93
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.5028098
Coefficient of variation (CV)	1.1100875
Kurtosis	33.462129
Mean	4.9570957
Median Absolute Deviation (MAD)	2
Skewness	3.8054907
Sum	49566
Variance	30.280916
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3232	32.3%
2	1222	12.2%
3	968	9.7%
4	755	7.6%
5	594	5.9%
6	566	5.7%
7	432	4.3%
8	335	3.4%
10	316	3.2%
9	311	3.1%
Other values (47)	1268	12.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	3232	32.3%
2	1222	12.2%
3	968	9.7%
4	755	7.6%
5	594	5.9%
6	566	5.7%
7	432	4.3%
8	335	3.4%
9	311	3.1%

Value	Count	Frequency (%)
93	1	< 0.1%
92	1	< 0.1%
84	1	< 0.1%
83	1	< 0.1%
75	1	< 0.1%
61	1	< 0.1%
60	1	< 0.1%
57	1	< 0.1%
53	3	< 0.1%
51	1	< 0.1%

Track Duration (ms)
Real number (ℝ)

Distinct	7320
Distinct (%)	73.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	224814.97

Minimum	0
Maximum	1561133
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	0
5-th percentile	150133
Q1	192579.5
median	219906
Q3	250260
95-th percentile	312737
Maximum	1561133
Range	1561133
Interquartile range (IQR)	57680.5

Descriptive statistics

Standard deviation	54100.116
Coefficient of variation (CV)	0.24064285
Kurtosis	46.906075
Mean	224814.97
Median Absolute Deviation (MAD)	28734
Skewness	2.9873575
Sum	2.2479249 × 10⁹
Variance	2.9268226 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
208106	8	0.1%
227266	8	0.1%
240800	7	0.1%
235266	7	0.1%
228000	6	0.1%
171826	6	0.1%
208733	6	0.1%
226986	6	0.1%
224133	6	0.1%
231333	6	0.1%
Other values (7310)	9933	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
91226	1	< 0.1%
94333	1	< 0.1%
97506	1	< 0.1%
97946	1	< 0.1%
103026	1	< 0.1%
103560	1	< 0.1%
105200	1	< 0.1%
106066	1	< 0.1%
106293	1	< 0.1%

Value	Count	Frequency (%)
1561133	1	< 0.1%
1008533	1	< 0.1%
891720	1	< 0.1%
659000	1	< 0.1%
604266	1	< 0.1%
594453	1	< 0.1%
557293	1	< 0.1%
549000	1	< 0.1%
543560	1	< 0.1%
537506	1	< 0.1%

Track Preview URL
Text

MISSING

Distinct	6889
Distinct (%)	97.0%
Missing	2897
Missing (%)	29.0%
Memory size	78.2 KiB

Length

Max length	107
Median length	107
Mean length	107
Min length	107

Characters and Unicode

Total characters	759914
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6691 ?
Unique (%)	94.2%

Sample

1st row	https://p.scdn.co/mp3-preview/d6f8883fc955cb0ecb7f3e1e06e77a9d8611158d?cid=9950ac751e34487dbbe027c4fd7f8e99
2nd row	https://p.scdn.co/mp3-preview/1de5faef947224dcb7efb26a5303ae0735b28167?cid=9950ac751e34487dbbe027c4fd7f8e99
3rd row	https://p.scdn.co/mp3-preview/c4df3a832509cc5506bd0c91419146f78d864825?cid=9950ac751e34487dbbe027c4fd7f8e99
4th row	https://p.scdn.co/mp3-preview/64b1e9388ec19f29fa36d38d1f80f56d77df56a3?cid=9950ac751e34487dbbe027c4fd7f8e99
5th row	https://p.scdn.co/mp3-preview/24726be4c89b67eab298a72560b637581450421c?cid=9950ac751e34487dbbe027c4fd7f8e99

Value	Count	Frequency (%)
https://p.scdn.co/mp3-preview/358cc2906abb9789b9c1d4a7e07dc2601b7ade4b?cid=9950ac751e34487dbbe027c4fd7f8e99	3	< 0.1%
https://p.scdn.co/mp3-preview/cafb65956f11cc3e26ee45642bddc1ed69146dd8?cid=9950ac751e34487dbbe027c4fd7f8e99	3	< 0.1%
https://p.scdn.co/mp3-preview/7581d37ad411cfa1c671605798429c2adc0c3052?cid=9950ac751e34487dbbe027c4fd7f8e99	3	< 0.1%
https://p.scdn.co/mp3-preview/107e8dfabb7be6126043e6ad26b86badd819675d?cid=9950ac751e34487dbbe027c4fd7f8e99	3	< 0.1%
https://p.scdn.co/mp3-preview/d56de4777551c3eb7430ecf289809b1653147bf8?cid=9950ac751e34487dbbe027c4fd7f8e99	3	< 0.1%
https://p.scdn.co/mp3-preview/394733516cbfb50de32d089428542875e77251ed?cid=9950ac751e34487dbbe027c4fd7f8e99	3	< 0.1%
https://p.scdn.co/mp3-preview/8721423c664c8ec64df22cd2a85711437431a98c?cid=9950ac751e34487dbbe027c4fd7f8e99	3	< 0.1%
https://p.scdn.co/mp3-preview/f5e385c67500e80a2c75311495dc6aa134f2958b?cid=9950ac751e34487dbbe027c4fd7f8e99	3	< 0.1%
https://p.scdn.co/mp3-preview/edb9b92942f6c44cea060e481d2f6fecff19fbb9?cid=9950ac751e34487dbbe027c4fd7f8e99	3	< 0.1%
https://p.scdn.co/mp3-preview/dffa47dbbfe06cff32e8b676e66e7d50ad358ca7?cid=9950ac751e34487dbbe027c4fd7f8e99	3	< 0.1%
Other values (6879)	7072	99.6%

Most occurring characters

Value	Count	Frequency (%)
e	53158	7.0%
c	53148	7.0%
7	46278	6.1%
9	46267	6.1%
d	46217	6.1%
4	39167	5.2%
5	32140	4.2%
b	32035	4.2%
0	31972	4.2%
f	31853	4.2%
Other values (23)	347679	45.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	759914	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	53158	7.0%
c	53148	7.0%
7	46278	6.1%
9	46267	6.1%
d	46217	6.1%
4	39167	5.2%
5	32140	4.2%
b	32035	4.2%
0	31972	4.2%
f	31853	4.2%
Other values (23)	347679	45.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	759914	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	53158	7.0%
c	53148	7.0%
7	46278	6.1%
9	46267	6.1%
d	46217	6.1%
4	39167	5.2%
5	32140	4.2%
b	32035	4.2%
0	31972	4.2%
f	31853	4.2%
Other values (23)	347679	45.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	759914	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	53158	7.0%
c	53148	7.0%
7	46278	6.1%
9	46267	6.1%
d	46217	6.1%
4	39167	5.2%
5	32140	4.2%
b	32035	4.2%
0	31972	4.2%
f	31853	4.2%
Other values (23)	347679	45.8%

Explicit
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9490
True	509

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9490	94.9%
True	509	5.1%

Popularity
Real number (ℝ)

ZEROS

Distinct	99
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.624662

Minimum	0
Maximum	98
Zeros	2669
Zeros (%)	26.7%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	42
Q3	64
95-th percentile	80
Maximum	98
Range	98
Interquartile range (IQR)	64

Descriptive statistics

Standard deviation	29.460808
Coefficient of variation (CV)	0.78301854
Kurtosis	-1.4458911
Mean	37.624662
Median Absolute Deviation (MAD)	27
Skewness	-0.056447529
Sum	376209
Variance	867.93922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2669	26.7%
69	154	1.5%
67	143	1.4%
54	141	1.4%
64	138	1.4%
65	132	1.3%
59	132	1.3%
62	131	1.3%
51	128	1.3%
60	128	1.3%
Other values (89)	6103	61.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2669	26.7%
1	86	0.9%
2	58	0.6%
3	55	0.6%
4	32	0.3%
5	33	0.3%
6	24	0.2%
7	41	0.4%
8	29	0.3%
9	23	0.2%

Value	Count	Frequency (%)
98	1	< 0.1%
97	1	< 0.1%
96	1	< 0.1%
95	5	0.1%
94	3	< 0.1%
93	4	< 0.1%
92	6	0.1%
91	10	0.1%
90	10	0.1%
89	15	0.2%

ISRC
Text

Distinct	8948
Distinct (%)	89.5%
Missing	3
Missing (%)	< 0.1%
Memory size	78.2 KiB

Length

Max length	15
Median length	12
Mean length	12.0009
Min length	12

Characters and Unicode

Total characters	119961
Distinct characters	55
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8071 ?
Unique (%)	80.7%

Sample

1st row	QMARG1760056
2nd row	USJAY0900144
3rd row	USJI19910455
4th row	GB5KW1499822
5th row	USA176910100

Value	Count	Frequency (%)
nlf057890004	6	0.1%
gbum70709792	5	0.1%
usir20300704	5	0.1%
gbum71308833	5	0.1%
usum71603531	5	0.1%
auem09200002	4	< 0.1%
ussm10904113	4	< 0.1%
gbum71029604	4	< 0.1%
uspr38619998	4	< 0.1%
usum71511919	4	< 0.1%
Other values (8938)	9950	99.5%

Most occurring characters

Value	Count	Frequency (%)
0	25127	20.9%
1	13170	11.0%
U	8278	6.9%
2	6739	5.6%
S	6435	5.4%
7	5768	4.8%
9	5346	4.5%
3	4833	4.0%
A	4680	3.9%
8	4519	3.8%
Other values (45)	35066	29.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	119961	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	25127	20.9%
1	13170	11.0%
U	8278	6.9%
2	6739	5.6%
S	6435	5.4%
7	5768	4.8%
9	5346	4.5%
3	4833	4.0%
A	4680	3.9%
8	4519	3.8%
Other values (45)	35066	29.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	119961	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	25127	20.9%
1	13170	11.0%
U	8278	6.9%
2	6739	5.6%
S	6435	5.4%
7	5768	4.8%
9	5346	4.5%
3	4833	4.0%
A	4680	3.9%
8	4519	3.8%
Other values (45)	35066	29.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	119961	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	25127	20.9%
1	13170	11.0%
U	8278	6.9%
2	6739	5.6%
S	6435	5.4%
7	5768	4.8%
9	5346	4.5%
3	4833	4.0%
A	4680	3.9%
8	4519	3.8%
Other values (45)	35066	29.2%

Added By
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

spotify:user:bradnumber1	9999

Length

Max length	24
Median length	24
Mean length	24
Min length	24

Characters and Unicode

Total characters	239976
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	spotify:user:bradnumber1
2nd row	spotify:user:bradnumber1
3rd row	spotify:user:bradnumber1
4th row	spotify:user:bradnumber1
5th row	spotify:user:bradnumber1

Common Values

Value	Count	Frequency (%)
spotify:user:bradnumber1	9999	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
spotify:user:bradnumber1	9999	100.0%

Most occurring characters

Value	Count	Frequency (%)
r	29997	12.5%
s	19998	8.3%
:	19998	8.3%
b	19998	8.3%
e	19998	8.3%
u	19998	8.3%
y	9999	4.2%
f	9999	4.2%
p	9999	4.2%
i	9999	4.2%
Other values (7)	69993	29.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	239976	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	29997	12.5%
s	19998	8.3%
:	19998	8.3%
b	19998	8.3%
e	19998	8.3%
u	19998	8.3%
y	9999	4.2%
f	9999	4.2%
p	9999	4.2%
i	9999	4.2%
Other values (7)	69993	29.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	239976	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	29997	12.5%
s	19998	8.3%
:	19998	8.3%
b	19998	8.3%
e	19998	8.3%
u	19998	8.3%
y	9999	4.2%
f	9999	4.2%
p	9999	4.2%
i	9999	4.2%
Other values (7)	69993	29.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	239976	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	29997	12.5%
s	19998	8.3%
:	19998	8.3%
b	19998	8.3%
e	19998	8.3%
u	19998	8.3%
y	9999	4.2%
f	9999	4.2%
p	9999	4.2%
i	9999	4.2%
Other values (7)	69993	29.2%

Added At
Date

Distinct	609
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Memory size	78.2 KiB

Minimum	2020-03-05 09:20:20+00:00
Maximum	2023-07-25 11:57:02+00:00

Histogram

Histogram with fixed size bins (bins=50)

Artist Genres
Text

MISSING

Distinct	2815
Distinct (%)	29.8%
Missing	550
Missing (%)	5.5%
Memory size	78.2 KiB

Length

Max length	300
Median length	159
Mean length	43.32268
Min length	3

Characters and Unicode

Total characters	409356
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1526 ?
Unique (%)	16.1%

Sample

1st row	acid house,ambient house,big beat,hip house
2nd row	dance pop,miami hip hop,pop
3rd row	dance pop,pop
4th row	album rock,art rock,british invasion,classic rock,folk rock,glam rock,protopunk,psychedelic rock,rock,singer-songwriter
5th row	album rock,british invasion,classic rock,rock

Value	Count	Frequency (%)
pop	1794	4.6%
rock	1758	4.5%
australian	1333	3.4%
dance	1211	3.1%
hip	1127	2.9%
alternative	733	1.9%
pop,pop	703	1.8%
wave	652	1.7%
album	605	1.5%
rock,mellow	574	1.5%
Other values (2546)	28637	73.2%

Most occurring characters

Value	Count	Frequency (%)
o	39924	9.8%
a	31468	7.7%
p	31219	7.6%
	29678	7.2%
r	29487	7.2%
,	27609	6.7%
e	25310	6.2%
n	23205	5.7%
c	21274	5.2%
t	17680	4.3%
Other values (26)	132502	32.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	409356	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	39924	9.8%
a	31468	7.7%
p	31219	7.6%
	29678	7.2%
r	29487	7.2%
,	27609	6.7%
e	25310	6.2%
n	23205	5.7%
c	21274	5.2%
t	17680	4.3%
Other values (26)	132502	32.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	409356	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	39924	9.8%
a	31468	7.7%
p	31219	7.6%
	29678	7.2%
r	29487	7.2%
,	27609	6.7%
e	25310	6.2%
n	23205	5.7%
c	21274	5.2%
t	17680	4.3%
Other values (26)	132502	32.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	409356	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	39924	9.8%
a	31468	7.7%
p	31219	7.6%
	29678	7.2%
r	29487	7.2%
,	27609	6.7%
e	25310	6.2%
n	23205	5.7%
c	21274	5.2%
t	17680	4.3%
Other values (26)	132502	32.4%

Danceability
Real number (ℝ)

HIGH CORRELATION

Distinct	779
Distinct (%)	7.8%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.60792532

Minimum	0
Maximum	0.988
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.352
Q1	0.515
median	0.617
Q3	0.71
95-th percentile	0.8342
Maximum	0.988
Range	0.988
Interquartile range (IQR)	0.195

Descriptive statistics

Standard deviation	0.14586925
Coefficient of variation (CV)	0.239946
Kurtosis	-0.080969394
Mean	0.60792532
Median Absolute Deviation (MAD)	0.097
Skewness	-0.31442586
Sum	6077.4294
Variance	0.021277838
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.672	39	0.4%
0.652	38	0.4%
0.653	37	0.4%
0.613	37	0.4%
0.551	35	0.4%
0.566	35	0.4%
0.646	35	0.4%
0.667	34	0.3%
0.562	34	0.3%
0.671	34	0.3%
Other values (769)	9639	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.0994	1	< 0.1%
0.125	1	< 0.1%
0.128	1	< 0.1%
0.129	2	< 0.1%
0.135	1	< 0.1%
0.145	1	< 0.1%
0.149	1	< 0.1%
0.15	1	< 0.1%
0.153	1	< 0.1%

Value	Count	Frequency (%)
0.988	1	< 0.1%
0.984	2	< 0.1%
0.98	1	< 0.1%
0.979	1	< 0.1%
0.978	1	< 0.1%
0.975	1	< 0.1%
0.97	2	< 0.1%
0.967	3	< 0.1%
0.965	2	< 0.1%
0.964	1	< 0.1%

Energy
Real number (ℝ)

HIGH CORRELATION

Distinct	876
Distinct (%)	8.8%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.68328072

Minimum	2.03 × 10^-5
Maximum	0.997
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	2.03 × 10^-5
5-th percentile	0.3238
Q1	0.56
median	0.712
Q3	0.835
95-th percentile	0.943
Maximum	0.997
Range	0.9969797
Interquartile range (IQR)	0.275

Descriptive statistics

Standard deviation	0.1911315
Coefficient of variation (CV)	0.27972617
Kurtosis	-0.16960407
Mean	0.68328072
Median Absolute Deviation (MAD)	0.134
Skewness	-0.63752258
Sum	6830.7573
Variance	0.036531249
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.874	33	0.3%
0.74	32	0.3%
0.672	31	0.3%
0.877	30	0.3%
0.836	30	0.3%
0.698	29	0.3%
0.795	29	0.3%
0.66	29	0.3%
0.702	28	0.3%
0.806	28	0.3%
Other values (866)	9698	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.03 × 10^-5	1	< 0.1%
0.02	1	< 0.1%
0.0205	1	< 0.1%
0.0228	1	< 0.1%
0.0264	1	< 0.1%
0.0307	1	< 0.1%
0.0339	1	< 0.1%
0.0477	1	< 0.1%
0.0497	1	< 0.1%
0.0529	1	< 0.1%

Value	Count	Frequency (%)
0.997	1	< 0.1%
0.994	4	< 0.1%
0.993	3	< 0.1%
0.992	2	< 0.1%
0.991	6	0.1%
0.99	3	< 0.1%
0.989	5	0.1%
0.988	8	0.1%
0.987	4	< 0.1%
0.986	1	< 0.1%

Key
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	5.1677503

Minimum	0
Maximum	11
Zeros	1315
Zeros (%)	13.2%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	8
95-th percentile	11
Maximum	11
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.5783921
Coefficient of variation (CV)	0.69244679
Kurtosis	-1.288366
Mean	5.1677503
Median Absolute Deviation (MAD)	3
Skewness	0.029739749
Sum	51662
Variance	12.80489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	1315	13.2%
7	1079	10.8%
9	1040	10.4%
2	1031	10.3%
1	909	9.1%
5	903	9.0%
4	803	8.0%
11	750	7.5%
6	633	6.3%
10	618	6.2%
Other values (2)	916	9.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1315	13.2%
1	909	9.1%
2	1031	10.3%
3	301	3.0%
4	803	8.0%
5	903	9.0%
6	633	6.3%
7	1079	10.8%
8	615	6.2%
9	1040	10.4%

Value	Count	Frequency (%)
11	750	7.5%
10	618	6.2%
9	1040	10.4%
8	615	6.2%
7	1079	10.8%
6	633	6.3%
5	903	9.0%
4	803	8.0%
3	301	3.0%
2	1031	10.3%

Loudness
Real number (ℝ)

HIGH CORRELATION

Distinct	6329
Distinct (%)	63.3%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-7.2692175

Minimum	-29.368
Maximum	2.769
Zeros	0
Zeros (%)	0.0%
Negative	9996
Negative (%)	> 99.9%
Memory size	78.2 KiB

Quantile statistics

Minimum	-29.368
5-th percentile	-13.6268
Q1	-9.07
median	-6.518
Q3	-4.887
95-th percentile	-3.1938
Maximum	2.769
Range	32.137
Interquartile range (IQR)	4.183

Descriptive statistics

Standard deviation	3.2817311
Coefficient of variation (CV)	-0.4514559
Kurtosis	1.2166208
Mean	-7.2692175
Median Absolute Deviation (MAD)	1.926
Skewness	-1.0387791
Sum	-72670.367
Variance	10.769759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-5.26	7	0.1%
-5.285	7	0.1%
-6.684	7	0.1%
-4.237	7	0.1%
-4.057	7	0.1%
-3.756	6	0.1%
-6.279	6	0.1%
-6.967	6	0.1%
-5.852	6	0.1%
-7.503	6	0.1%
Other values (6319)	9932	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-29.368	1	< 0.1%
-25.42	1	< 0.1%
-23.309	1	< 0.1%
-23.242	1	< 0.1%
-23.092	1	< 0.1%
-23.032	1	< 0.1%
-22.602	1	< 0.1%
-22.304	1	< 0.1%
-22.138	1	< 0.1%
-21.861	1	< 0.1%

Value	Count	Frequency (%)
2.769	1	< 0.1%
-0.276	1	< 0.1%
-0.358	1	< 0.1%
-0.418	1	< 0.1%
-0.682	1	< 0.1%
-0.776	1	< 0.1%
-0.81	1	< 0.1%
-0.861	1	< 0.1%
-1.059	1	< 0.1%
-1.09	1	< 0.1%

Mode
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	78.2 KiB

1.0	6982
0.0	3015

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	29991
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	6982	69.8%
0.0	3015	30.2%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	6982	69.8%
0.0	3015	30.2%

Most occurring characters

Value	Count	Frequency (%)
0	13012	43.4%
.	9997	33.3%
1	6982	23.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	29991	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	13012	43.4%
.	9997	33.3%
1	6982	23.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	29991	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	13012	43.4%
.	9997	33.3%
1	6982	23.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	29991	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	13012	43.4%
.	9997	33.3%
1	6982	23.3%

Speechiness
Real number (ℝ)

Distinct	1059
Distinct (%)	10.6%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.065137641

Minimum	0
Maximum	0.711
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0272
Q1	0.0331
median	0.0429
Q3	0.0675
95-th percentile	0.197
Maximum	0.711
Range	0.711
Interquartile range (IQR)	0.0344

Descriptive statistics

Standard deviation	0.061323842
Coefficient of variation (CV)	0.94145014
Kurtosis	13.069823
Mean	0.065137641
Median Absolute Deviation (MAD)	0.0123
Skewness	3.261783
Sum	651.181
Variance	0.0037606136
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0321	53	0.5%
0.0305	52	0.5%
0.0295	47	0.5%
0.0308	46	0.5%
0.0294	46	0.5%
0.0311	46	0.5%
0.0316	45	0.5%
0.0298	44	0.4%
0.0325	43	0.4%
0.0277	43	0.4%
Other values (1049)	9532	95.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.0218	1	< 0.1%
0.0224	1	< 0.1%
0.0225	2	< 0.1%
0.0226	1	< 0.1%
0.0227	1	< 0.1%
0.0228	1	< 0.1%
0.023	1	< 0.1%
0.0231	2	< 0.1%
0.0232	2	< 0.1%

Value	Count	Frequency (%)
0.711	1	< 0.1%
0.533	1	< 0.1%
0.526	1	< 0.1%
0.519	1	< 0.1%
0.516	1	< 0.1%
0.512	1	< 0.1%
0.499	2	< 0.1%
0.486	1	< 0.1%
0.481	1	< 0.1%
0.473	1	< 0.1%

Acousticness
Real number (ℝ)

HIGH CORRELATION

Distinct	2746
Distinct (%)	27.5%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.20858866

Minimum	2.72 × 10^-6
Maximum	0.991
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	2.72 × 10^-6
5-th percentile	0.00088
Q1	0.0184
median	0.0956
Q3	0.318
95-th percentile	0.761
Maximum	0.991
Range	0.99099728
Interquartile range (IQR)	0.2996

Descriptive statistics

Standard deviation	0.24884208
Coefficient of variation (CV)	1.1929799
Kurtosis	0.58144955
Mean	0.20858866
Median Absolute Deviation (MAD)	0.09063
Skewness	1.2968683
Sum	2085.2608
Variance	0.06192238
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.107	28	0.3%
0.157	25	0.3%
0.117	24	0.2%
0.113	24	0.2%
0.103	22	0.2%
0.11	22	0.2%
0.13	21	0.2%
0.112	21	0.2%
0.119	20	0.2%
0.156	20	0.2%
Other values (2736)	9770	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.72 × 10^-6	1	< 0.1%
5.63 × 10^-6	1	< 0.1%
8.71 × 10^-6	1	< 0.1%
8.86 × 10^-6	1	< 0.1%
1.1 × 10^-5	2	< 0.1%
1.17 × 10^-5	1	< 0.1%
1.23 × 10^-5	1	< 0.1%
1.24 × 10^-5	1	< 0.1%
1.25 × 10^-5	1	< 0.1%
1.32 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.991	1	< 0.1%
0.987	1	< 0.1%
0.984	1	< 0.1%
0.979	1	< 0.1%
0.978	1	< 0.1%
0.977	3	< 0.1%
0.972	1	< 0.1%
0.971	2	< 0.1%
0.968	1	< 0.1%
0.967	1	< 0.1%

Instrumentalness
Real number (ℝ)

ZEROS

Distinct	3028
Distinct (%)	30.3%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.029331321

Minimum	0
Maximum	0.985
Zeros	3996
Zeros (%)	40.0%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5.69 × 10^-6
Q3	0.000561
95-th percentile	0.149
Maximum	0.985
Range	0.985
Interquartile range (IQR)	0.000561

Descriptive statistics

Standard deviation	0.12357638
Coefficient of variation (CV)	4.21312
Kurtosis	28.337095
Mean	0.029331321
Median Absolute Deviation (MAD)	5.69 × 10^-6
Skewness	5.2405586
Sum	293.22522
Variance	0.015271121
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3996	40.0%
1.16 × 10^-6	15	0.2%
1.64 × 10^-6	11	0.1%
1.22 × 10^-5	11	0.1%
1.21 × 10^-6	11	0.1%
1.33 × 10^-6	10	0.1%
1.65 × 10^-6	10	0.1%
1.11 × 10^-6	10	0.1%
0.000115	10	0.1%
1.16 × 10^-5	9	0.1%
Other values (3018)	5904	59.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3996	40.0%
1.01 × 10^-6	6	0.1%
1.02 × 10^-6	9	0.1%
1.03 × 10^-6	8	0.1%
1.04 × 10^-6	3	< 0.1%
1.05 × 10^-6	1	< 0.1%
1.06 × 10^-6	2	< 0.1%
1.07 × 10^-6	2	< 0.1%
1.08 × 10^-6	5	0.1%
1.09 × 10^-6	5	0.1%

Value	Count	Frequency (%)
0.985	1	< 0.1%
0.973	1	< 0.1%
0.964	1	< 0.1%
0.959	1	< 0.1%
0.957	1	< 0.1%
0.955	1	< 0.1%
0.949	2	< 0.1%
0.944	2	< 0.1%
0.935	1	< 0.1%
0.934	1	< 0.1%

Liveness
Real number (ℝ)

Distinct	1361
Distinct (%)	13.6%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.18577738

Minimum	0.012
Maximum	0.989
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	0.012
5-th percentile	0.0526
Q1	0.0892
median	0.128
Q3	0.245
95-th percentile	0.4772
Maximum	0.989
Range	0.977
Interquartile range (IQR)	0.1558

Descriptive statistics

Standard deviation	0.14919361
Coefficient of variation (CV)	0.80307735
Kurtosis	5.3264574
Mean	0.18577738
Median Absolute Deviation (MAD)	0.053
Skewness	2.0802079
Sum	1857.2165
Variance	0.022258733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.105	95	1.0%
0.104	87	0.9%
0.11	87	0.9%
0.114	80	0.8%
0.107	76	0.8%
0.102	76	0.8%
0.101	74	0.7%
0.111	71	0.7%
0.113	71	0.7%
0.109	71	0.7%
Other values (1351)	9209	92.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.012	1	< 0.1%
0.0165	1	< 0.1%
0.0175	2	< 0.1%
0.0185	1	< 0.1%
0.0188	1	< 0.1%
0.021	1	< 0.1%
0.0215	2	< 0.1%
0.0219	1	< 0.1%
0.0233	1	< 0.1%
0.0234	1	< 0.1%

Value	Count	Frequency (%)
0.989	1	< 0.1%
0.982	1	< 0.1%
0.98	1	< 0.1%
0.979	2	< 0.1%
0.977	1	< 0.1%
0.973	1	< 0.1%
0.97	1	< 0.1%
0.966	2	< 0.1%
0.965	1	< 0.1%
0.96	1	< 0.1%

Valence
Real number (ℝ)

Distinct	994
Distinct (%)	9.9%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.58545892

Minimum	0
Maximum	0.995
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1778
Q1	0.398
median	0.598
Q3	0.783
95-th percentile	0.951
Maximum	0.995
Range	0.995
Interquartile range (IQR)	0.385

Descriptive statistics

Standard deviation	0.23910471
Coefficient of variation (CV)	0.40840562
Kurtosis	-0.95744942
Mean	0.58545892
Median Absolute Deviation (MAD)	0.192
Skewness	-0.19771548
Sum	5852.8328
Variance	0.057171064
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.961	55	0.6%
0.963	46	0.5%
0.962	45	0.5%
0.964	37	0.4%
0.96	36	0.4%
0.965	35	0.4%
0.967	28	0.3%
0.761	26	0.3%
0.638	25	0.3%
0.971	24	0.2%
Other values (984)	9640	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.0334	1	< 0.1%
0.035	2	< 0.1%
0.0354	1	< 0.1%
0.0376	1	< 0.1%
0.0381	1	< 0.1%
0.0382	2	< 0.1%
0.0387	1	< 0.1%
0.0393	1	< 0.1%
0.0394	1	< 0.1%

Value	Count	Frequency (%)
0.995	1	< 0.1%
0.991	1	< 0.1%
0.99	1	< 0.1%
0.988	1	< 0.1%
0.987	1	< 0.1%
0.985	3	< 0.1%
0.984	1	< 0.1%
0.983	1	< 0.1%
0.982	2	< 0.1%
0.98	4	< 0.1%

Tempo
Real number (ℝ)

HIGH CORRELATION

Distinct	8621
Distinct (%)	86.2%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	121.49665

Minimum	0
Maximum	217.913
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	78.2 KiB

Quantile statistics

Minimum	0
5-th percentile	81.3256
Q1	102.642
median	120.653
Q3	134.328
95-th percentile	172.6644
Maximum	217.913
Range	217.913
Interquartile range (IQR)	31.686

Descriptive statistics

Standard deviation	26.260686
Coefficient of variation (CV)	0.21614329
Kurtosis	0.30434342
Mean	121.49665
Median Absolute Deviation (MAD)	15.887
Skewness	0.52858755
Sum	1214602
Variance	689.62364
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
129.998	6	0.1%
120.032	6	0.1%
127.96	6	0.1%
125.983	6	0.1%
127.993	5	0.1%
127.997	5	0.1%
120.003	5	0.1%
120.048	5	0.1%
127.99	5	0.1%
100.021	5	0.1%
Other values (8611)	9943	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
34.999	1	< 0.1%
50.937	1	< 0.1%
54.282	1	< 0.1%
55.305	1	< 0.1%
59.406	1	< 0.1%
60.03	1	< 0.1%
60.197	1	< 0.1%
60.3	1	< 0.1%
61.007	1	< 0.1%

Value	Count	Frequency (%)
217.913	1	< 0.1%
215.537	1	< 0.1%
213.654	1	< 0.1%
210.796	1	< 0.1%
210.78	1	< 0.1%
209.591	1	< 0.1%
208.571	1	< 0.1%
208.282	1	< 0.1%
207.966	1	< 0.1%
207.673	1	< 0.1%

Time Signature
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	78.2 KiB

4.0	9527
3.0	390
5.0	59
1.0	20
0.0	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	29991
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	4.0
2nd row	4.0
3rd row	4.0
4th row	4.0
5th row	4.0

Common Values

Value	Count	Frequency (%)
4.0	9527	95.3%
3.0	390	3.9%
5.0	59	0.6%
1.0	20	0.2%
0.0	1	< 0.1%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4.0	9527	95.3%
3.0	390	3.9%
5.0	59	0.6%
1.0	20	0.2%
0.0	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	9998	33.3%
.	9997	33.3%
4	9527	31.8%
3	390	1.3%
5	59	0.2%
1	20	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	29991	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	9998	33.3%
.	9997	33.3%
4	9527	31.8%
3	390	1.3%
5	59	0.2%
1	20	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	29991	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	9998	33.3%
.	9997	33.3%
4	9527	31.8%
3	390	1.3%
5	59	0.2%
1	20	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	29991	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	9998	33.3%
.	9997	33.3%
4	9527	31.8%
3	390	1.3%
5	59	0.2%
1	20	0.1%

Album Genres
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	9999
Missing (%)	100.0%
Memory size	78.2 KiB

Label
Text

Distinct	1465
Distinct (%)	14.7%
Missing	6
Missing (%)	0.1%
Memory size	78.2 KiB

Length

Max length	69
Median length	53
Mean length	16.25758
Min length	2

Characters and Unicode

Total characters	162462
Distinct characters	85
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	772 ?
Unique (%)	7.7%

Sample

1st row	Jams Communications
2nd row	Mr.305/Polo Grounds Music/J Records
3rd row	Jive
4th row	Sanctuary Records
5th row	Universal Music Group

Value	Count	Frequency (%)
records	2617	11.3%
music	2417	10.4%
universal	1482	6.4%
group	937	4.1%
australia	634	2.7%
ltd	499	2.2%
uk	489	2.1%
columbia	469	2.0%
sony	419	1.8%
entertainment	387	1.7%
Other values (1732)	12781	55.3%

Most occurring characters

Value	Count	Frequency (%)
	13138	8.1%
e	11462	7.1%
r	10589	6.5%
i	10525	6.5%
s	9877	6.1%
o	9696	6.0%
a	9640	5.9%
c	8110	5.0%
n	7979	4.9%
l	6798	4.2%
Other values (75)	64648	39.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	162462	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	13138	8.1%
e	11462	7.1%
r	10589	6.5%
i	10525	6.5%
s	9877	6.1%
o	9696	6.0%
a	9640	5.9%
c	8110	5.0%
n	7979	4.9%
l	6798	4.2%
Other values (75)	64648	39.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	162462	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	13138	8.1%
e	11462	7.1%
r	10589	6.5%
i	10525	6.5%
s	9877	6.1%
o	9696	6.0%
a	9640	5.9%
c	8110	5.0%
n	7979	4.9%
l	6798	4.2%
Other values (75)	64648	39.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	162462	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	13138	8.1%
e	11462	7.1%
r	10589	6.5%
i	10525	6.5%
s	9877	6.1%
o	9696	6.0%
a	9640	5.9%
c	8110	5.0%
n	7979	4.9%
l	6798	4.2%
Other values (75)	64648	39.8%

Copyrights
Text

Distinct	5378
Distinct (%)	53.9%
Missing	24
Missing (%)	0.2%
Memory size	78.2 KiB

Length

Max length	974
Median length	362
Mean length	93.731529
Min length	12

Characters and Unicode

Total characters	934972
Distinct characters	103
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3505 ?
Unique (%)	35.1%

Sample

1st row	C 1992 Copyright Control, P 1992 Jams Communications
2nd row	P (P) 2009 RCA/JIVE Label Group, a unit of Sony Music Entertainment
3rd row	P (P) 1999 Zomba Recording LLC
4th row	C © 2014 Sanctuary Records Group Ltd., a BMG Company, P ℗ 2014 Sanctuary Records Group Ltd., a BMG Company
5th row	C © 2002 ABKCO Music & Records Inc., P ℗ 2002 ABKCO Music & Records Inc.

Value	Count	Frequency (%)
p	12699	7.8%
records	8285	5.1%
c	7807	4.8%
music	7510	4.6%
©	5658	3.5%
℗	5644	3.4%
inc	3977	2.4%
a	3746	2.3%
ltd	3612	2.2%
of	3248	2.0%
Other values (2618)	101416	62.0%

Most occurring characters

Value	Count	Frequency (%)
	153627	16.4%
e	57570	6.2%
i	49933	5.3%
n	48068	5.1%
o	44564	4.8%
r	43154	4.6%
t	40944	4.4%
s	38021	4.1%
a	34858	3.7%
c	34052	3.6%
Other values (93)	390181	41.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	934972	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	153627	16.4%
e	57570	6.2%
i	49933	5.3%
n	48068	5.1%
o	44564	4.8%
r	43154	4.6%
t	40944	4.4%
s	38021	4.1%
a	34858	3.7%
c	34052	3.6%
Other values (93)	390181	41.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	934972	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	153627	16.4%
e	57570	6.2%
i	49933	5.3%
n	48068	5.1%
o	44564	4.8%
r	43154	4.6%
t	40944	4.4%
s	38021	4.1%
a	34858	3.7%
c	34052	3.6%
Other values (93)	390181	41.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	934972	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	153627	16.4%
e	57570	6.2%
i	49933	5.3%
n	48068	5.1%
o	44564	4.8%
r	43154	4.6%
t	40944	4.4%
s	38021	4.1%
a	34858	3.7%
c	34052	3.6%
Other values (93)	390181	41.7%

Auto

Heatmap
Table

	Acousticness	Danceability	Disc Number	Energy	Explicit	Instrumentalness	Key	Liveness	Loudness	Mode	Popularity	Speechiness	Tempo	Time Signature	Track Duration (ms)	Track Number	Valence
Acousticness	1.000	-0.068	0.023	-0.554	0.068	-0.166	-0.018	-0.015	-0.416	0.136	0.008	-0.179	-0.146	0.130	-0.172	0.082	-0.049
Danceability	-0.068	1.000	-0.008	0.072	0.172	0.025	0.000	-0.131	0.071	0.128	0.058	0.203	-0.145	0.513	-0.035	-0.098	0.442
Disc Number	0.023	-0.008	1.000	-0.003	0.000	0.029	0.010	0.024	-0.033	0.014	-0.041	-0.019	-0.009	0.018	-0.007	0.080	0.037
Energy	-0.554	0.072	-0.003	1.000	0.070	0.094	0.034	0.120	0.646	0.119	-0.008	0.329	0.200	0.138	0.046	-0.075	0.259
Explicit	0.068	0.172	0.000	0.070	1.000	-0.095	0.010	0.004	0.105	0.041	0.061	0.179	-0.023	0.041	0.044	0.010	-0.001
Instrumentalness	-0.166	0.025	0.029	0.094	-0.095	1.000	0.012	-0.034	-0.185	0.009	-0.040	-0.084	0.053	0.000	0.148	0.034	0.052
Key	-0.018	0.000	0.010	0.034	0.010	0.012	1.000	-0.007	0.015	0.236	0.011	0.040	0.007	0.027	0.011	-0.004	0.002
Liveness	-0.015	-0.131	0.024	0.120	0.004	-0.034	-0.007	1.000	0.070	0.000	-0.034	0.053	0.026	0.009	-0.040	0.014	-0.032
Loudness	-0.416	0.071	-0.033	0.646	0.105	-0.185	0.015	0.070	1.000	0.117	0.035	0.252	0.097	0.075	-0.032	-0.113	0.001
Mode	0.136	0.128	0.014	0.119	0.041	0.009	0.236	0.000	0.117	1.000	-0.016	-0.125	-0.001	0.053	-0.042	0.047	-0.018
Popularity	0.008	0.058	-0.041	-0.008	0.061	-0.040	0.011	-0.034	0.035	-0.016	1.000	0.024	-0.013	0.011	0.018	-0.069	-0.006
Speechiness	-0.179	0.203	-0.019	0.329	0.179	-0.084	0.040	0.053	0.252	-0.125	0.024	1.000	0.128	0.061	-0.071	-0.074	0.124
Tempo	-0.146	-0.145	-0.009	0.200	-0.023	0.053	0.007	0.026	0.097	-0.001	-0.013	0.128	1.000	0.503	-0.003	-0.020	0.064
Time Signature	0.130	0.513	0.018	0.138	0.041	0.000	0.027	0.009	0.075	0.053	0.011	0.061	0.503	1.000	0.044	-0.034	0.130
Track Duration (ms)	-0.172	-0.035	-0.007	0.046	0.044	0.148	0.011	-0.040	-0.032	-0.042	0.018	-0.071	-0.003	0.044	1.000	0.090	-0.208
Track Number	0.082	-0.098	0.080	-0.075	0.010	0.034	-0.004	0.014	-0.113	0.047	-0.069	-0.074	-0.020	-0.034	0.090	1.000	-0.010
Valence	-0.049	0.442	0.037	0.259	-0.001	0.052	0.002	-0.032	0.001	-0.018	-0.006	0.124	0.064	0.130	-0.208	-0.010	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Track URI	Track Name	Artist URI(s)	Artist Name(s)	Album URI	Album Name	Album Artist URI(s)	Album Artist Name(s)	Album Release Date	Album Image URL	Disc Number	Track Number	Track Duration (ms)	Track Preview URL	Explicit	Popularity	ISRC	Added By	Added At	Artist Genres	Danceability	Energy	Key	Loudness	Mode	Speechiness	Acousticness	Instrumentalness	Liveness	Valence	Tempo	Time Signature	Album Genres	Label	Copyrights
0	spotify:track:1XAZlnVtthcDZt2NI1Dtxo	Justified & Ancient - Stand by the Jams	spotify:artist:6dYrdRlNZSKaVxYg5IrvCH	The KLF	spotify:album:4MC0ZjNtVP1nDD5lsLxFjc	Songs Collection	spotify:artist:6dYrdRlNZSKaVxYg5IrvCH	The KLF	1992-08-03	https://i.scdn.co/image/ab67616d0000b27355346bc1f268730f607f9544	1	3	216270	NaN	False	0	QMARG1760056	spotify:user:bradnumber1	2020-03-05T09:20:39Z	acid house,ambient house,big beat,hip house	0.617	0.872	8.0	-12.305	1.0	0.0480	0.0158	0.112000	0.4080	0.504	111.458	4.0	NaN	Jams Communications	C 1992 Copyright Control, P 1992 Jams Communications
1	spotify:track:6a8GbQIlV8HBUW3c6Uk9PH	I Know You Want Me (Calle Ocho)	spotify:artist:0TnOYISbd1XYRBk9myaseg	Pitbull	spotify:album:5xLAcbvbSAlRtPXnKkggXA	Pitbull Starring In Rebelution	spotify:artist:0TnOYISbd1XYRBk9myaseg	Pitbull	2009-10-23	https://i.scdn.co/image/ab67616d0000b27326d73ab8423a350faa5d395a	1	3	237120	https://p.scdn.co/mp3-preview/d6f8883fc955cb0ecb7f3e1e06e77a9d8611158d?cid=9950ac751e34487dbbe027c4fd7f8e99	False	64	USJAY0900144	spotify:user:bradnumber1	2021-08-08T09:26:31Z	dance pop,miami hip hop,pop	0.825	0.743	2.0	-5.995	1.0	0.1490	0.0142	0.000021	0.2370	0.800	127.045	4.0	NaN	Mr.305/Polo Grounds Music/J Records	P (P) 2009 RCA/JIVE Label Group, a unit of Sony Music Entertainment
2	spotify:track:70XtWbcVZcpaOddJftMcVi	From the Bottom of My Broken Heart	spotify:artist:26dSoYclwsYLMAKD3tpOr4	Britney Spears	spotify:album:3WNxdumkSMGMJRhEgK80qx	...Baby One More Time (Digital Deluxe Version)	spotify:artist:26dSoYclwsYLMAKD3tpOr4	Britney Spears	1999-01-12	https://i.scdn.co/image/ab67616d0000b2738e49866860c25afffe2f1a02	1	6	312533	https://p.scdn.co/mp3-preview/1de5faef947224dcb7efb26a5303ae0735b28167?cid=9950ac751e34487dbbe027c4fd7f8e99	False	56	USJI19910455	spotify:user:bradnumber1	2021-08-08T09:26:31Z	dance pop,pop	0.677	0.665	7.0	-5.171	1.0	0.0305	0.5600	0.000001	0.3380	0.706	74.981	4.0	NaN	Jive	P (P) 1999 Zomba Recording LLC
3	spotify:track:1NXUWyPJk5kO6DQJ5t7bDu	Apeman - 2014 Remastered Version	spotify:artist:1SQRv42e4PjEYfPhS0Tk9E	The Kinks	spotify:album:6lL6HugNEN4Vlc8sj0Zcse	Lola vs. Powerman and the Moneygoround, Pt. One + Percy (Super Deluxe)	spotify:artist:1SQRv42e4PjEYfPhS0Tk9E	The Kinks	2014-10-20	https://i.scdn.co/image/ab67616d0000b2731e7c5307ccbbb74101e0cc77	1	11	233400	https://p.scdn.co/mp3-preview/c4df3a832509cc5506bd0c91419146f78d864825?cid=9950ac751e34487dbbe027c4fd7f8e99	False	42	GB5KW1499822	spotify:user:bradnumber1	2021-08-08T09:26:31Z	album rock,art rock,british invasion,classic rock,folk rock,glam rock,protopunk,psychedelic rock,rock,singer-songwriter	0.683	0.728	9.0	-8.920	1.0	0.2590	0.5680	0.000051	0.0384	0.833	75.311	4.0	NaN	Sanctuary Records	C © 2014 Sanctuary Records Group Ltd., a BMG Company, P ℗ 2014 Sanctuary Records Group Ltd., a BMG Company
4	spotify:track:72WZtWs6V7uu3aMgMmEkYe	You Can't Always Get What You Want	spotify:artist:22bE4uQ6baNwSHPVcDxLCe	The Rolling Stones	spotify:album:0c78nsgqX6VfniSNWIxwoD	Let It Bleed	spotify:artist:22bE4uQ6baNwSHPVcDxLCe	The Rolling Stones	1969-12-05	https://i.scdn.co/image/ab67616d0000b27373d92707b0e7da0c493f5b86	1	9	448720	NaN	False	0	USA176910100	spotify:user:bradnumber1	2021-08-08T09:26:31Z	album rock,british invasion,classic rock,rock	0.319	0.627	0.0	-9.611	1.0	0.0687	0.6750	0.000073	0.2890	0.497	85.818	4.0	NaN	Universal Music Group	C © 2002 ABKCO Music & Records Inc., P ℗ 2002 ABKCO Music & Records Inc.
5	spotify:track:4bEb3KE4mSKlTFjtWJQBqO	Don't Stop - 2004 Remaster	spotify:artist:08GQAI4eElDnROBrJRGE0X	Fleetwood Mac	spotify:album:1bt6q2SruMsBtcerNVtpZB	Rumours	spotify:artist:08GQAI4eElDnROBrJRGE0X	Fleetwood Mac	1977-02-04	https://i.scdn.co/image/ab67616d0000b27357df7ce0eac715cf70e519a7	1	4	193346	https://p.scdn.co/mp3-preview/64b1e9388ec19f29fa36d38d1f80f56d77df56a3?cid=9950ac751e34487dbbe027c4fd7f8e99	False	79	USWB10400049	spotify:user:bradnumber1	2022-08-31T00:08:18Z	album rock,classic rock,rock,soft rock,yacht rock	0.671	0.710	9.0	-7.724	1.0	0.0356	0.0393	0.000011	0.0387	0.834	118.745	4.0	NaN	Rhino/Warner Records	C © 2004 Warner Records Inc., P ℗ 2004 Warner Records Inc.
6	spotify:track:0d2iYfpKoM0QCKvcLCkBao	Eastside (with Halsey & Khalid)	spotify:artist:5CiGnKThu5ctn9pBxv7DGa, spotify:artist:26VFTg2z8YR0cCuwLzESi2, spotify:artist:6LuN9FCkKOj5PcnpouEgny	benny blanco, Halsey, Khalid	spotify:album:7pkLXlFdpQDfmHujT2AbBK	Eastside (with Halsey & Khalid)	spotify:artist:5CiGnKThu5ctn9pBxv7DGa, spotify:artist:26VFTg2z8YR0cCuwLzESi2, spotify:artist:6LuN9FCkKOj5PcnpouEgny	benny blanco, Halsey, Khalid	2018-07-12	https://i.scdn.co/image/ab67616d0000b2733154f0bdf9a17385d7afc6ba	1	1	173799	https://p.scdn.co/mp3-preview/24726be4c89b67eab298a72560b637581450421c?cid=9950ac751e34487dbbe027c4fd7f8e99	False	78	USUM71809132	spotify:user:bradnumber1	2021-08-08T09:26:31Z	pop,electropop,etherpop,indie poptimism,pop,pop,pop r&b	0.560	0.680	6.0	-7.648	0.0	0.3210	0.5550	0.000000	0.1160	0.319	89.391	4.0	NaN	Benny Blanco Solo Album PS	C © 2018 Friends Keep Secrets/Interscope Records, P ℗ 2018 Friends Keep Secrets/Interscope Records
7	spotify:track:5LjSxAIKwyZvQqJ04ZQ0Da	Something About The Way You Look Tonight - Edit Version	spotify:artist:3PhoLpVuITZKcymswpck5b	Elton John	spotify:album:3g61rwvRs1NPeVBxuAMmHZ	Candle In The Wind 1997 / Something About ...	spotify:artist:3PhoLpVuITZKcymswpck5b	Elton John	1997-01-01	https://i.scdn.co/image/ab67616d0000b27352a56df14c3a5e318925787c	1	1	240546	https://p.scdn.co/mp3-preview/3e5a8a62babcf10b5b4d11d1485f4ed452dbdc7b?cid=9950ac751e34487dbbe027c4fd7f8e99	False	61	GBAMS9700013	spotify:user:bradnumber1	2021-08-08T09:26:31Z	glam rock,mellow gold,piano rock,rock	0.480	0.628	6.0	-7.643	1.0	0.0262	0.1740	0.000033	0.0753	0.541	143.412	4.0	NaN	EMI	C © 1997 Mercury Records Limited, P This Compilation ℗ 1997 Mercury Records Limited
8	spotify:track:00qOE7OjRl0BpYiCiweZB2	Juke Box Hero	spotify:artist:6IRouO5mvvfcyxtPDKMYFN	Foreigner	spotify:album:2Pw51hAGvWpTA3AYl2WVuu	4 (Expanded)	spotify:artist:6IRouO5mvvfcyxtPDKMYFN	Foreigner	1981	https://i.scdn.co/image/ab67616d0000b27362d48acfd5073491df46f7ac	1	2	259800	https://p.scdn.co/mp3-preview/2353bb343dd4f1872d954b1603587597e9258630?cid=9950ac751e34487dbbe027c4fd7f8e99	False	74	USAT20803006	spotify:user:bradnumber1	2021-08-08T09:26:31Z	album rock,classic rock,glam metal,hard rock,heartland rock,mellow gold,rock,soft rock	0.357	0.653	9.0	-5.554	1.0	0.0654	0.0828	0.000000	0.0844	0.522	176.647	4.0	NaN	Rhino Atlantic	C © 2002 Atlantic Recording Corp., marketed by Rhino Entertainment Company, a Warner Music Group company, P ℗ 2002 Atlantic Recording Corp.
9	spotify:track:3OalxlWH0v14kyBcNBMINt	Mercy	spotify:artist:7n2wHs1TKAczGzO7Dd2rGr	Shawn Mendes	spotify:album:0S9QJQiRmG9JYYfJfKqhDF	Illuminate (Deluxe)	spotify:artist:7n2wHs1TKAczGzO7Dd2rGr	Shawn Mendes	2016-09-23	https://i.scdn.co/image/ab67616d0000b2738a24ed638eedd60514a789ef	1	2	208733	NaN	False	0	USUM71603531	spotify:user:bradnumber1	2021-08-08T09:26:31Z	canadian pop,pop,viral pop	0.562	0.681	11.0	-4.934	0.0	0.0871	0.1130	0.000000	0.1100	0.357	148.064	4.0	NaN	Universal Music Group	C © 2016 Island Records, a division of UMG Recordings, Inc., P ℗ 2016 Island Records, a division of UMG Recordings, Inc.

	Track URI	Track Name	Artist URI(s)	Artist Name(s)	Album URI	Album Name	Album Artist URI(s)	Album Artist Name(s)	Album Release Date	Album Image URL	Disc Number	Track Number	Track Duration (ms)	Track Preview URL	Explicit	Popularity	ISRC	Added By	Added At	Artist Genres	Danceability	Energy	Key	Loudness	Mode	Speechiness	Acousticness	Instrumentalness	Liveness	Valence	Tempo	Time Signature	Album Genres	Label	Copyrights
9989	spotify:track:39JofJHEtg8I4fSyo7Imft	B.O.T.A. (Baddest Of Them All) - Edit	spotify:artist:4XC335ouK6pXyq4QiIb8bP, spotify:artist:6uJ51uV5rYzu1MJkC4CceI	Eliza Rose, Interplanetary Criminal	spotify:album:2lQgd3Svp1ZWAzZPLobAPK	B.O.T.A. (Baddest Of Them All)	spotify:artist:4XC335ouK6pXyq4QiIb8bP, spotify:artist:6uJ51uV5rYzu1MJkC4CceI	Eliza Rose, Interplanetary Criminal	2022-08-12	https://i.scdn.co/image/ab67616d0000b273eb15b994e15a3a6634d1694e	1	1	226626	https://p.scdn.co/mp3-preview/475c0c2a67c6db3c8f66264e04eb3fa9d3a7a0ba?cid=9950ac751e34487dbbe027c4fd7f8e99	False	82	QZAKB2166405	spotify:user:bradnumber1	2023-07-09T01:59:43Z	house,breaks,experimental house	0.736	0.906	0.0	-7.589	1.0	0.0480	0.164000	0.585000	0.1060	0.698	137.001	4.0	NaN	Warner Records	C Under exclusive licence to Warner Music UK Limited, © 2022 One House X Limited, P Under exclusive licence to Warner Music UK Limited, ℗ 2022 One House X Limited
9990	spotify:track:4gFL3QgCRx0o1B5KjlkCR1	Get A Life	spotify:artist:0zg9mF9dX2knvdTKnL22T1	Freestylers	spotify:album:35FjWueXGCUxGAOIface7O	Raw As F**k	spotify:artist:0zg9mF9dX2knvdTKnL22T1	Freestylers	2004-03-26	https://i.scdn.co/image/ab67616d0000b2735f2f359ef02665ac26599ba4	1	4	312720	https://p.scdn.co/mp3-preview/e617ef6662d3e1d9a0d4d45b4a10c30f38d17351?cid=9950ac751e34487dbbe027c4fd7f8e99	False	22	GBFNF0300017	spotify:user:bradnumber1	2023-07-10T04:13:07Z	big beat,breakbeat	0.710	0.952	11.0	-6.286	0.0	0.0557	0.023200	0.000121	0.2860	0.889	137.976	4.0	NaN	Altra Moda Music	C 2004 Altra Moda Music, P 2004 Altra Moda Music
9991	spotify:track:3AjSfp5FDvwtMU9XBsbS8j	Push Up - Main Edit	spotify:artist:2gW0M5fn2r7Lo4Hn1r8HZ5	Creeds	spotify:album:3v5BP6gPT1nNU9rjs57fF0	Push Up (Main Edit)	spotify:artist:2gW0M5fn2r7Lo4Hn1r8HZ5	Creeds	2023-03-31	https://i.scdn.co/image/ab67616d0000b273b1f8e7c90fbffff33cb74254	1	1	139300	https://p.scdn.co/mp3-preview/b7bd7fa2bdcb29f456bdc684885b56fa091efd64?cid=9950ac751e34487dbbe027c4fd7f8e99	False	86	DEE862300564	spotify:user:bradnumber1	2023-07-11T01:16:38Z	NaN	0.767	0.830	7.0	-8.780	1.0	0.2060	0.209000	0.836000	0.0582	0.187	75.023	4.0	NaN	Columbia/B1 Recordings	P (P) 2023 Rave Alert Records, under exclusive license to Ministry of Sound/Arista Records/B1 Recordings GmbH, a Sony Music Entertainment company.
9992	spotify:track:3BKD1PwArikchz2Zrlp1qi	Baby Don't Hurt Me	spotify:artist:1Cs0zKBU1kc0i8ypK3B9ai, spotify:artist:1zNqDE7qDGCsyzJwohVaoX, spotify:artist:6AMd49uBDJfhf30Ak2QR5s	David Guetta, Anne-Marie, Coi Leray	spotify:album:327tc3Eruk1HP1w62iqROy	Baby Don't Hurt Me	spotify:artist:1Cs0zKBU1kc0i8ypK3B9ai, spotify:artist:1zNqDE7qDGCsyzJwohVaoX, spotify:artist:6AMd49uBDJfhf30Ak2QR5s	David Guetta, Anne-Marie, Coi Leray	2023-04-06	https://i.scdn.co/image/ab67616d0000b2730b4ef75c3728599aa4104f7a	1	1	140017	https://p.scdn.co/mp3-preview/a8f2e176e17e0f6298b42ef8e96118318fdd2b89?cid=9950ac751e34487dbbe027c4fd7f8e99	False	94	UKWLG2300016	spotify:user:bradnumber1	2023-07-11T05:37:45Z	big room,dance pop,edm,pop,pop dance,pop,new jersey underground rap,trap queen	0.602	0.910	7.0	-3.404	1.0	0.0308	0.001260	0.000174	0.1200	0.228	127.944	4.0	NaN	Parlophone UK	C Under license to Warner Music UK Limited, © 2023 What A DJ Ltd, P Under license to Warner Music UK Limited, ℗ 2023 What A DJ Ltd
9993	spotify:track:6PUzxtIHkv346yP89NzP9X	Kernkraft 400	spotify:artist:7vFpNLbCXbBFs4kFBUlkSl	Zombie Nation	spotify:album:2qmrRoUZQemrKFr9PBMDHd	Kernkraft 400 Single Mixes	spotify:artist:7vFpNLbCXbBFs4kFBUlkSl	Zombie Nation	2006-03-07	https://i.scdn.co/image/ab67616d0000b273916e34ccc44c2b56cdd0d7e4	1	1	285173	https://p.scdn.co/mp3-preview/4c12378c6faf04d4d75a0dee5749c8141e79f1f4?cid=9950ac751e34487dbbe027c4fd7f8e99	False	57	DE-Z20-06-00038	spotify:user:bradnumber1	2023-07-11T10:57:16Z	german techno	0.798	0.430	8.0	-7.839	0.0	0.0868	0.005500	0.901000	0.1460	0.487	140.064	4.0	NaN	UKW Records	C 2006 Copyright Control, P 2006 Copyright Control
9994	spotify:track:3kcKlOkQQEPVwxwljbGJ5p	Kernkraft 400 (A Better Day)	spotify:artist:0u6GtibW46tFX7koQ6uNJZ, spotify:artist:5Wg2b4Mp42gicxEeDNawf7	Topic, A7S	spotify:album:2NIChqkijGw4r4Dqfmg0A3	Kernkraft 400 (A Better Day)	spotify:artist:0u6GtibW46tFX7koQ6uNJZ, spotify:artist:5Wg2b4Mp42gicxEeDNawf7	Topic, A7S	2022-06-17	https://i.scdn.co/image/ab67616d0000b273e1cafe604179a9438dee7a94	1	1	165800	https://p.scdn.co/mp3-preview/c65bf1e69065314a08d43e124abd144c21aed3eb?cid=9950ac751e34487dbbe027c4fd7f8e99	False	79	DECE72201091	spotify:user:bradnumber1	2023-07-11T10:57:25Z	german dance,pop dance,pop edm,uk dance,pop dance,scandipop,uk dance	0.623	0.727	11.0	-5.570	0.0	0.0562	0.184000	0.000020	0.3090	0.400	125.975	4.0	NaN	Virgin	C © 2022 Topic, under exclusive license to Universal Music GmbH, P ℗ 2022 Topic, under exclusive license to Universal Music GmbH
9995	spotify:track:5k9QrzJFDAp5cXVdzAi02f	Never Say Never - Radio Edit	spotify:artist:1ScZSjoYAihNNm9qlhzDnL	Vandalism	spotify:album:2n506u3HKN3CaEDvAjv5Ct	Never Say Never	spotify:artist:1ScZSjoYAihNNm9qlhzDnL	Vandalism	2005-10-24	https://i.scdn.co/image/ab67616d0000b273b65ad4748f43ba857202aeaf	1	1	176640	https://p.scdn.co/mp3-preview/e02605a617a8e689068e7ecc695941e572575af7?cid=9950ac751e34487dbbe027c4fd7f8e99	False	17	AUVC00503711	spotify:user:bradnumber1	2023-07-16T09:38:19Z	australian dance,melbourne bounce	0.720	0.841	9.0	-6.373	1.0	0.0340	0.000354	0.011200	0.3380	0.767	130.978	4.0	NaN	Vicious	C 2005 Vicious, a division of Vicious Recordings Pty Ltd, P 2005 Vicious, a division of Vicious Recordings Pty Ltd
9996	spotify:track:5ydeCNaWDmFbu4zl0roPAH	Groovejet (If This Ain't Love) [feat. Sophie Ellis-Bextor]	spotify:artist:4bmymFwDu9zLCiTRUmrewb, spotify:artist:2cBh5lVMg222FFuRU7EfDE	Spiller, Sophie Ellis-Bextor	spotify:album:20Q3pGpYiyicF32x5L8ppH	Groovejet (If This Ain't Love) [feat. Sophie Ellis-Bextor]	spotify:artist:4bmymFwDu9zLCiTRUmrewb	Spiller	2000-08-14	https://i.scdn.co/image/ab67616d0000b27342781a91264b1d60b43b754c	1	1	227619	https://p.scdn.co/mp3-preview/4240667eea46663f08d8754bc37bd86c06ba4474?cid=9950ac751e34487dbbe027c4fd7f8e99	False	62	GBCPZ0019728	spotify:user:bradnumber1	2023-07-16T09:39:17Z	disco house,vocal house,dance pop,europop,new wave pop	0.719	0.806	9.0	-6.802	0.0	0.0389	0.000132	0.088900	0.3610	0.626	123.037	4.0	NaN	Defected Records	C © 2021 Defected Records Limited, P ℗ 2021 Defected Records Limited
9997	spotify:track:0zKbDrEXKpnExhGQRe9dxt	Lay Low	spotify:artist:2o5jDhtHVPhrJdv3cEQ99Z	Tiësto	spotify:album:0EYKSXXTsON8ZA95BuCoXn	Lay Low	spotify:artist:2o5jDhtHVPhrJdv3cEQ99Z	Tiësto	2023-01-06	https://i.scdn.co/image/ab67616d0000b273c8fdaf1b33263d88246ba90a	1	1	153442	https://p.scdn.co/mp3-preview/d4e0715dc213858f53a104ee498944a0d759b6cb?cid=9950ac751e34487dbbe027c4fd7f8e99	False	87	NLZ542202348	spotify:user:bradnumber1	2023-07-18T22:06:36Z	big room,brostep,dutch edm,edm,house,pop dance,slap house,trance	0.534	0.855	1.0	-4.923	0.0	0.1830	0.060700	0.000263	0.3460	0.420	122.060	4.0	NaN	Musical Freedom	C © 2023 Musical Freedom Label Ltd., P ℗ 2023 Musical Freedom Label Ltd.
9998	spotify:track:3iKuIfvoU50eww6EVzNqHo	Padam Padam	spotify:artist:4RVnAU35WRWra6OZ3CbbMA	Kylie Minogue	spotify:album:0OHc8STurn45gpk3dyIiw5	Padam Padam	spotify:artist:4RVnAU35WRWra6OZ3CbbMA	Kylie Minogue	2023-05-19	https://i.scdn.co/image/ab67616d0000b2730536a87c690530562f30d493	1	1	166266	https://p.scdn.co/mp3-preview/da6d6574b173df077e03eacb5249fa49d94d4d88?cid=9950ac751e34487dbbe027c4fd7f8e99	False	69	GB5KW2301017	spotify:user:bradnumber1	2023-07-25T11:57:02Z	australian dance,australian pop,dance pop,eurodance,new wave pop	0.744	0.620	5.0	-7.930	1.0	0.2460	0.214000	0.001160	0.1030	0.711	128.103	4.0	NaN	Liberator Music	C 2023 Kylie Minogue/Darenote under exclusive license to BMG Rights Management (UK) Limited, P 2023 Kylie Minogue/Darenote under exclusive license to BMG Rights Management (UK) Limited

Most frequently occurring

	Track URI	Track Name	Artist URI(s)	Artist Name(s)	Album URI	Album Name	Album Artist URI(s)	Album Artist Name(s)	Album Release Date	Album Image URL	Disc Number	Track Number	Track Duration (ms)	Track Preview URL	Explicit	Popularity	ISRC	Added By	Added At	Artist Genres	Danceability	Energy	Key	Loudness	Mode	Speechiness	Acousticness	Instrumentalness	Liveness	Valence	Tempo	Time Signature	Label	Copyrights	# duplicates
23	spotify:track:4alHo6RGd0D3OUbTPExTHN	Just What I Needed	spotify:artist:6DCIj8jNaNpBz8e5oKFPtp	The Cars	spotify:album:4tJPWT4r4FSKwy784Qs1Fq	The Cars	spotify:artist:6DCIj8jNaNpBz8e5oKFPtp	The Cars	1978-06-06	https://i.scdn.co/image/ab67616d0000b27361e11cce99aab86cb1ce253b	1	3	225626	https://p.scdn.co/mp3-preview/cafb65956f11cc3e26ee45642bddc1ed69146dd8?cid=9950ac751e34487dbbe027c4fd7f8e99	False	78	USEE17500009	spotify:user:bradnumber1	2021-08-08T09:26:31Z	album rock,classic rock,hard rock,mellow gold,new romantic,new wave,new wave pop,permanent wave,power pop,rock,singer-songwriter,soft rock,synthpop	0.619	0.579	4.0	-9.307	1.0	0.0473	0.0152	0.000064	0.0858	0.690	127.224	4.0	Elektra Records	C © 1978 Elektra Records for the United States and WEA International for the world outside of the United States., P ℗ 1978 Elektra Entertainment, a division of Warner Communications, Inc. for the United States and WEA International Inc. for the world outside of the United States.	3
42	spotify:track:7hQJA50XrCWABAu5v6QZ4i	Don't Stop Me Now - Remastered 2011	spotify:artist:1dfeR4HaWDbWqFHLkxsg1d	Queen	spotify:album:21HMAUrbbYSj9NiPPlGumy	Jazz (Deluxe Remastered Version)	spotify:artist:1dfeR4HaWDbWqFHLkxsg1d	Queen	1978-11-10	https://i.scdn.co/image/ab67616d0000b273008b06ec71019afd70153889	1	12	209413	https://p.scdn.co/mp3-preview/857030fc088d0d4f72f7795b260bb052d20f7146?cid=9950ac751e34487dbbe027c4fd7f8e99	False	78	GBUM71029610	spotify:user:bradnumber1	2021-08-08T09:26:31Z	classic rock,glam rock,rock	0.563	0.865	5.0	-5.277	1.0	0.1600	0.0472	0.000191	0.7700	0.601	156.271	4.0	Hollywood Records	C © 2011 Hollywood Records, Inc., P ℗ 2011 Hollywood Records, Inc.	3
0	spotify:track:0PGwM5vdr5fMejx0IIAYXj	I Want You Back	spotify:artist:2iE18Oxc8YSumAU232n4rW	The Jackson 5	spotify:album:2oJRp9GV4zpFzpnneGZqZH	20th Century Masters: The Millennium Collection: Best Of The Jackson 5	spotify:artist:2iE18Oxc8YSumAU232n4rW	The Jackson 5	1999-01-01	https://i.scdn.co/image/ab67616d0000b273ea76a3da8040ff4dd01c4a86	1	1	180893	NaN	False	0	USMO19400306	spotify:user:bradnumber1	2021-08-08T09:26:31Z	motown,soul	0.674	0.584	8.0	-8.204	1.0	0.0318	0.4660	0.001950	0.1870	0.960	98.293	4.0	Motown	C © 1999 Motown Record Company L.P., P This Compilation ℗ 1999 Universal Motown Records, a division of UMG Recordings, Inc.	2
1	spotify:track:0iyEaciAmtiv8xMkBg97Fy	Payphone	spotify:artist:04gDigrS5kc9YWfZHwBETP, spotify:artist:137W8MRPWKqSmrBGDBFSop	Maroon 5, Wiz Khalifa	spotify:album:3MLzYyjkFBMPTgsso73O36	Payphone	spotify:artist:04gDigrS5kc9YWfZHwBETP	Maroon 5	2012-01-01	https://i.scdn.co/image/ab67616d0000b27320839238d0f69d5486743905	1	1	231466	NaN	True	0	USUM71203347	spotify:user:bradnumber1	2021-08-08T09:26:31Z	pop,hip hop,pittsburgh rap,pop rap,rap,southern hip hop,trap	0.745	0.756	4.0	-4.749	1.0	0.0429	0.0210	0.000000	0.3560	0.495	109.999	4.0	A&M / Octone Records	C © 2012 A&M/Octone Records, P ℗ 2012 Interscope Records	2
2	spotify:track:0shGCs5AkhwJIgUb0SSz2B	The Way You Look Tonight	spotify:artist:1Mxqyy3pSjf8kZZL4QVxS0	Frank Sinatra	spotify:album:7gmak9ZGm10y4PtZa9SBQn	Ultimate Sinatra	spotify:artist:1Mxqyy3pSjf8kZZL4QVxS0	Frank Sinatra	2015-04-21	https://i.scdn.co/image/ab67616d0000b273b19cb81319fbfd9ed54baeae	1	15	201200	https://p.scdn.co/mp3-preview/1bc569b4b613a246a1d466e40dba29e707bfea57?cid=9950ac751e34487dbbe027c4fd7f8e99	False	57	USRH10723024	spotify:user:bradnumber1	2021-08-08T09:26:31Z	adult standards,easy listening,lounge	0.589	0.369	5.0	-8.678	0.0	0.0321	0.8550	0.000000	0.3520	0.529	132.954	4.0	FRANK SINATRA HYBRID	C © 2015 Universal Music Enterprises, P This Compilation ℗ 2015 Universal Music Enterprises	2
3	spotify:track:11IIIe2IeEKR3IdV4s84Nm	Jungle Love	spotify:artist:6QtGlUje9TIkLrgPZrESuk	Steve Miller Band	spotify:album:5hLazW5a3Ysgy3dncwGgUn	Greatest Hits 1974-78	spotify:artist:6QtGlUje9TIkLrgPZrESuk	Steve Miller Band	1978-01-01	https://i.scdn.co/image/ab67616d0000b273632b907273dba6a6062fb780	1	2	189293	https://p.scdn.co/mp3-preview/f5c0a06d2fcf457e2b3fa1098730efbf26b451ae?cid=9950ac751e34487dbbe027c4fd7f8e99	False	48	USCA28700783	spotify:user:bradnumber1	2021-08-08T09:26:31Z	album rock,classic rock,hard rock,heartland rock,mellow gold,rock,singer-songwriter,soft rock	0.481	0.689	5.0	-11.629	1.0	0.2140	0.1670	0.001530	0.7390	0.782	144.851	4.0	CAPITOL CATALOG MKT (C92)	C © 1978 Capitol Records, LLC, P ℗ 1978 Capitol Records, LLC	2
4	spotify:track:1LeWIs2hP2r5yOQnVuYoI5	Ain't No Mountain High Enough	spotify:artist:3koiLjNrgRTNbOwViDipeA, spotify:artist:75jNCko3SnEMI5gwGqrbb8	Marvin Gaye, Tammi Terrell	spotify:album:67Eq3nfl1km9s5ig76Cc8B	United	spotify:artist:3koiLjNrgRTNbOwViDipeA, spotify:artist:75jNCko3SnEMI5gwGqrbb8	Marvin Gaye, Tammi Terrell	1967-08-29	https://i.scdn.co/image/ab67616d0000b27396e0b7befe3ba88f5a7d5a3f	1	1	151666	NaN	False	0	USMO16700534	spotify:user:bradnumber1	2021-08-08T09:26:31Z	classic soul,motown,neo soul,northern soul,quiet storm,soul,classic soul,motown,soul,southern soul	0.663	0.600	7.0	-10.870	1.0	0.0320	0.4300	0.000000	0.1840	0.800	129.991	4.0	Motown (Capitol)	C © 1967 Motown Records, a Division of UMG Recordings, Inc., P ℗ 1967 Motown Records, a Division of UMG Recordings, Inc.	2
5	spotify:track:1MTMedlCphum6mRcd8YzvE	You Give Love A Bad Name	spotify:artist:58lV9VcRSjABbAbfWS6skp	Bon Jovi	spotify:album:0C8Poy7zwJ1kQh2sldyvHm	Bon Jovi Greatest Hits	spotify:artist:58lV9VcRSjABbAbfWS6skp	Bon Jovi	2010-01-01	https://i.scdn.co/image/ab67616d0000b27366e4150921726f65a2c5110c	1	2	223146	NaN	False	0	NLF059290010	spotify:user:bradnumber1	2021-08-08T09:26:31Z	glam metal,rock	0.533	0.963	0.0	-2.528	0.0	0.0562	0.0353	0.000001	0.3680	0.789	122.812	4.0	Universal/Island Def Jam	C © 2010 The Island Def Jam Music Group, P ℗ 2010 The Island Def Jam Music Group	2
6	spotify:track:1NrbnHlR2BFREcyWXHIHip	When I'm Sixty Four - Remastered 2009	spotify:artist:3WrFJ7ztbogyGnTHbHJFl2	The Beatles	spotify:album:6QaVfG1pHYl1z15ZxkvVDW	Sgt. Pepper's Lonely Hearts Club Band (Remastered)	spotify:artist:3WrFJ7ztbogyGnTHbHJFl2	The Beatles	1967-06-01	https://i.scdn.co/image/ab67616d0000b27334ef8f7d06cf2fc2146f420a	1	9	157666	https://p.scdn.co/mp3-preview/50d2ef3eab081ff7f73d41068ae0fe15567bbbee?cid=9950ac751e34487dbbe027c4fd7f8e99	False	68	GBAYE0601515	spotify:user:bradnumber1	2021-08-08T09:26:31Z	beatlesque,british invasion,classic rock,merseybeat,psychedelic rock,rock	0.704	0.241	1.0	-13.258	1.0	0.0476	0.6250	0.000028	0.0868	0.661	140.411	4.0	EMI Catalogue	C © 2015 Apple Corps Ltd, P ℗ 2015 Calderstone Productions Limited (a division of Universal Music Group)	2
7	spotify:track:1SRkKyJ2JjMZgyDWC30zKv	My Best Friend's Girl	spotify:artist:6DCIj8jNaNpBz8e5oKFPtp	The Cars	spotify:album:4tJPWT4r4FSKwy784Qs1Fq	The Cars	spotify:artist:6DCIj8jNaNpBz8e5oKFPtp	The Cars	1978-06-06	https://i.scdn.co/image/ab67616d0000b27361e11cce99aab86cb1ce253b	1	2	223253	https://p.scdn.co/mp3-preview/cee9a1c1cfacd5bf4cd231cf118e59ac310f6ecf?cid=9950ac751e34487dbbe027c4fd7f8e99	False	68	USEE10170465	spotify:user:bradnumber1	2021-08-08T09:26:31Z	album rock,classic rock,hard rock,mellow gold,new romantic,new wave,new wave pop,permanent wave,power pop,rock,singer-songwriter,soft rock,synthpop	0.799	0.608	5.0	-8.193	1.0	0.0411	0.0811	0.013700	0.1020	0.963	121.915	4.0	Elektra Records	C © 1978 Elektra Records for the United States and WEA International for the world outside of the United States., P ℗ 1978 Elektra Entertainment, a division of Warner Communications, Inc. for the United States and WEA International Inc. for the world outside of the United States.	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks